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The Quest for Good Governance: How Societies Develop Control of Corruption

Alina Mungiu-Pippidi

Category Institutional Innovation
Methodology Comparative Analysis
Objective Legitimacy
Type Book

Big Data: Google Searches Predict Unemployment in Finland

Joonas Tuhkuri

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Embedding Open Data Practice

François van Schalkwyk Michelle Willmers Tobias Schonwetter

Category Open Data
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness
Type Research Report

May be available at

The Uncertain Relationship between Open Data and Accountability: A Response to Yu and Robinson's' The New Ambiguity of Open Government'

Tiago Peixoto

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Accountability
Type Journal Article

May be available at

Sentencing Transparency in the Information Age

Katja Franko Aas

Category Algorithmic Scrutiny
Methodology Case Studies Qualitative Analysis
Objective Legitimacy
Type Journal Article

May be available at

Citizens Breaking Out of Filter Bubbles: Urban Screens as Civic Media

Marcus Foth Martin Tomitsch Laura Forlano Matthias Hank Haeusler Christine Satchell

Category Civic Technology
Methodology Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

Algorithmic Harms Beyond Facebook and Google: Emergent Challenges of Computational Agency

Zeynep Tufekci

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

When to Punish, When to Persuade and When to Reward: Strengthening Responsive Regulation with the Regulatory Diamond

Jonathan Kolieb

Category Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Behavioral Economics and Fed Policymaking

Mark A. Calabria

Category Behavioral Science and Nudges
Methodology Qualitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Nudge Theory in Action: Behavioral Design in Policy and Markets

Sherzod Abdukadirov

Category Citizen Science Behavioral Science and Nudges
Methodology Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

An Interdiscilinary Approach to Visual Pattern Detection: Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data

Zeynep Engin

Category Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective Effectiveness
Type Book

Customers, Users or Citizens? Inclusion, Spatial Data and Governance in the Smart City

Linnet Taylor Christine Richter Shazade Jameson Carmen Perez de Pulgar

Category Data Analysis Smart Cities
Methodology Case Studies Survey
Objective Effectiveness Legitimacy Privacy
Type Research Report

May be available at

Organizational Learning for Open Innovation Adoption: Insights from administrative intermediaries

Tanya M. Kelley Erik Johnston

Category Citizen Engagement and Crowdsourcing Civic Technology Co-Creation Collective Intelligence Design Thinking Distributed Governance Institutional Innovation Open Data Prizes and Challenges Behavioral Science and Nudges
Methodology Case Studies Design Science Qualitative Analysis User Studies
Objective Access Effectiveness Legitimacy Participation Transparency
Type Conference Proceedings

Flooding through the lens of mobile phone activity

David Pastor-Escuredo Alfredo Morales-Guzmán Yolanda Torres-Fernández Jean-Martin Bauer Amit Wadhwa Carlos Castro-Correa Liudmyla Romanoff Jong Gun Lee Alex Rutherford Vanessa Frias-Martinez Nuria Oliver Enrique Frias-Martinez Miguel Luengo-Oroz

Category Big Data Data Analysis Data Collaboratives Design Thinking Open Data
Methodology Case Studies Comparative Analysis Network Analysis Qualitative Analysis Quantitative Analysis
Objective Effectiveness
Type Conference Proceedings White Paper

May be available at

Is Open Data the Death of FOIA?

Beth Simone Noveck

Category Open Data
Methodology Comparative Analysis
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Data-driven development: pathways for progress

Category Data Collaboratives
Methodology Conceptual Framework
Objective Big Data
Type Research Report

May be available at

Data Ethics – The New Competitive Advantage

Grey Hasselbalch Pernille Tranberg

Category Small Data
Methodology Conceptual Framework
Objective Legitimacy
Type Book

Make Data Sharing Routine to Prepare for Public Health Emergencies

Jean-Paul Chretien Caitlin M. Rivers Michael A. Johansson

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness Access Transparency
Type Journal Article

May be available at

Simondon on Datafication. A Techno-Cultural Method

Mark Coté Jennifer Pybus

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis Prizes and Challenges
Methodology Case Studies Conceptual Framework Ethnography
Objective Effectiveness
Type Journal Article

Citizenship and Arbitrary Law-Making: On the Quaintness of Non-national Disenfranchisement

Patricia Mindus

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Ethics of the Health-Related Internet of Things: Mapping the Debate

Brent Mittelstadt

Category Big Data Data Analysis Open Data
Methodology Case Studies Conceptual Framework Literature Review
Objective Effectiveness Legitimacy Privacy Accountability
Type Journal Article

May be available at

Crowdsourcing civility: A natural experiment examining the effects of distributed moderation in online forums

Cliff Lampe Paul Zube Jusil Lee Chul Hyun Park Erik Johnston

Category Citizen Engagement and Crowdsourcing Distributed Governance
Methodology Case Studies Quantitative Analysis Qualitative Analysis
Objective Participation
Type Journal Article

May be available at

Crowdsourcing Global Governance: Sustainable Development Goals, Civil Society, and the Pursuit of Democratic Legitimacy

Joshua C. Gellers

Category Citizen Engagement and Crowdsourcing Distributed Governance
Methodology Case Studies Conceptual Framework Survey
Objective Effectiveness
Type Journal Article

May be available at

Open Government Implementation Model

Bernhard Krabina Thomas Prorok Brigitte Lutz

Category Institutional Innovation
Methodology Conceptual Framework Qualitative Analysis
Objective Transparency Effectiveness
Type Research Report

May be available at

Smarter, Better, Faster: The Potential for Predictive Analytics and Rapid-Cycle Evaluation to Improve Program Development and Outcomes

Scott Codyrew Asher

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

Interdisciplinary Perspectives on Trust: Towards Theoretical and Methodological Integration

E. Shockley T.M.S. Neal L.M. PytlikZillig B.H. Bornstein

Category Institutional Innovation Co-Creation
Methodology Conceptual Framework Comparative Analysis
Objective Legitimacy
Type Book

Big Data and Due Process: Toward a Framework to Redress Predictive Privacy Harms

Kate Crawford Jason Schultz

Category Data Analysis Big Data Data Governance
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Journal Article

May be available at

Emerging Implications of Open and Linked Data for Knowledge Sharing Development

Tim Davies Duncan Edwards

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Smart Cities as Democratic Ecologies

Daniel Araya

Category Data Analysis Smart Cities Citizen Engagement and Crowdsourcing Citizen Science
Methodology Conceptual Framework Quantitative Analysis Case Studies
Objective Effectiveness Privacy
Type Book

Global Standards in National Contexts: The Role of Transnational Multi-Stakeholder Initiatives in Public Sector Governance Reform

Brandon Brockmyer

Category Distributed Governance Institutional Innovation
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness Transparency
Type Dissertation and/or Thesis

May be available at

Researching the Emerging Impacts of Open Data

Tim Davies Fernando Perini José M. Alonso

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

The “Open Government Reform” Movement

Suzanne J. Piotrowski

Category Open Data Institutional Innovation
Methodology Conceptual Framework Statistical Modeling
Objective
Type Journal Article

May be available at

Evaluating Digital Citizen Engagement : A Practical Guide

World Bank Group

Category Citizen Engagement and Crowdsourcing Civic Technology Data Analysis
Methodology Case Studies Conceptual Framework
Objective Legitimacy Participation
Type Working Paper

May be available at

Gamification and Sustainable Consumption: Overcoming the Limitations of Persuasive Technologies

Martina Z. Huber Lorenz M. Hilty

Category Behavioral Science and Nudges Gamification
Methodology Conceptual Framework
Objective Effectiveness
Type Book Chapter

May be available at

Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System

Tobias Ruppert Andreas Bannach Jürgen Bernard Hendrik Lücke-Tieke Alex Ulmer Jörn Kohlhammer

Category Citizen Engagement and Crowdsourcing Civic Technology Collective Intelligence Distributed Governance Institutional Innovation
Methodology Design Science Conceptual Framework
Objective Access Participation
Type Conference Proceedings

Democratic Rulemaking

John M. De Figueiredo Edward Stiglitz

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Participation
Type Journal Article

May be available at

Privacy Laws Around the World

Category Freedom of Information
Methodology Ethnography
Objective Privacy
Type Research Report

May be available at

Open Data in the Governance of South African Higher Education

François van Schalkwyk Michelle Willmers Laura Czerniewicz

Category Open Data
Methodology Case Studies
Objective Legitimacy Outside Innovation
Type Research Report

May be available at

Recent Developments in Open Data Policy

Paul Uhlir

Category Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

May be available at

Crowdsourcing biomedical research: leveraging communities as innovation engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitzky

Category Data Analysis Citizen Engagement and Crowdsourcing
Methodology Statistical Modeling Conceptual Framework
Objective Effectiveness
Type Journal Article

Open Data and Its Usability: An Empirical View from the Citizen's Perspective

Vishanth Weerakkody Zahir Irani Kawal Kapoor Uthayasankar Sivarajah Yogesh K. Dwivedi

Category Open Data
Methodology Quantitative Analysis Survey
Objective Outside Innovation
Type Journal Article

May be available at

Open Data as Universal Service. New perspectives in the Information Profession

L. Fernando Ramos Simón Rosario Arquero Avilés Iuliana Botezan Félix del Valle Gastaminza Silvia Cobo Serrano

Category Open Data
Methodology Conceptual Framework
Objective Access
Type Journal Article

May be available at

From Mechanism to Virtue: Evaluating Nudge-Theory

Jeroen Van der Heijden Mark Kosters

Category Behavioral Science and Nudges
Methodology Case Studies Quantitative Analysis
Objective Effectiveness
Type White Paper

May be available at

Viscous Open Data: The Roles of Intermediaries in an Open Data Ecosystem

François van Schalkwyk Michelle Willmers Maurice McNaughton

Category Open Data
Methodology Conceptual Framework
Objective Access
Type Journal Article

Citizen-Centered Government: The Mayor's Office of New Urban Mechanics and the Evolution of CRM in Boston

Susan P. Crawford Dana Walters

Category Labs and Experimentation
Methodology Case Studies
Objective Effectiveness Participation
Type White Paper

May be available at

Civic Media: Technology, Design, Practice

Eric Gordon Paul Mihailidis

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy Participation
Type Book

The Melting Down of Government: A Multidecade Perspective

Bert A. Rockman

Category Institutional Innovation
Methodology Case Studies Comparative Analysis
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

An Analysis of the Map Seeking Circuit and Monte Carlo Extensions

Zeynep Engin Jeffrey Ng Mauricio Barahona Anil A. Bharath

Category Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective Effectiveness
Type Conference Proceedings

Big Data as Governmentality – Digital Traces, Algorithms, and the Reconfiguration of Data in International Development

Mikkel Flyverbomreas Rasche

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

The Ethics of Biomedical Big Data

Brent Daniel Mittelstadt Luciano Floridi

Category Big Data
Methodology Ethnography Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Book

Private Provision of Public Goods via Crowdfunding

Robert Chovanculiak Marek Hudik

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Developing Together: Investigating best practices for community development and public consultation

Jennifer Lawrence

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Effectiveness Participation
Type Thesis/Dissertation

May be available at

Equality of Participation Online Versus Face to Face: Condensed Analysis of the Community Forum Deliberative Methods Demonstration

Eric Showers Nathan Tindall Todd Davies

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Participation
Type Journal Article

May be available at

Social Media for Government Services

Surya Nepal Cécile Paris Dimitrios Georgakopoulos

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Book

Global Open Policy Report 2016

Kelsey Wiens Alek Tarkowski

Category Citizen Engagement and Crowdsourcing Co-Creation Open Data
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Legitimacy Participation
Type Research Report

May be available at

Experiments on Crowdsourcing Policy Assessment

John Prpić Araz Taeihagh James Melton Jr.

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Confronting the Hype: The Use of Crisis Mapping for Community Development

Ana Brandusescu Renée E. Sieber Sylvie Jochems

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Journal Article

Conceptualizing Open Data ecosystems: A timeline analysis of Open Data development in the UK

Maximilian Heimstädt Fredric Saunderson Tom Heath

Category Open Data
Methodology Conceptual Framework Quantitative Analysis Survey
Objective Access Effectiveness
Type Working Paper

May be available at

The Public Impact Gap: Focusing Governments on Outcomes and Potential

Category Data Governance
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness Legitimacy
Type Research Report

May be available at

The Politics of Humanitarian Technology: Good Intentions, Unintended Consequences and Insecurity

Katja Lindskov Jacobsen

Category Data Governance
Methodology Case Studies Conceptual Framework
Objective Legitimacy Privacy
Type Book

Smart Economy in Smart Cities

Vinod Kumar

Category Smart Cities
Methodology Conceptual Framework
Objective Participation
Type Book

Open Innovation: Practices to Engage Citizens and Effectively Implement Federal Initiatives

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions

Kevin J. Boudreau Karim Lakhani

Category Citizen Engagement and Crowdsourcing Prizes and Challenges
Methodology Case Studies Design Science
Objective Effectiveness Participation
Type Journal Article

May be available at

Evidence-based policy making in the social sciences: Methods that matter

Gerry Stoker Mark Evans

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Quality of Openness: Evaluating the Contributions of IDRC's Information and Networks Program to Open Development

Katherine M. A. Reilly Rob McMahon

Category Open Data
Methodology Conceptual Framework Case Studies Statistical Modeling
Objective Effectiveness Legitimacy
Type Working Paper

May be available at

Using Big Data to Understand the Human Condition: The Kavli HUMAN Project

Okan Azmak Hannah Bayerrew Caplin Miyoung Chun Paul Glimcher Steven Koonin Aristides Patrinos

Category Data Analysis Big Data Smart Cities
Methodology Design Science Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Privacy and Open Government

Teresa Scassa

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Journal Article

May be available at

The Politics and Ethics of CDR Analytics

Emmanuel Letouzé Patrick Vinck

Category Data Analysis Data Governance Big Data
Methodology Case Studies
Objective Privacy Effectiveness
Type White Paper

May be available at

Government Information Sharing: Is Data Going Out of the Silos, Into the Mines?

Stephanie Perrin Jennifer Barrigar Robert Gellman

Category Open Data Institutional Innovation
Methodology Case Studies Comparative Analysis
Objective Access Effectiveness Privacy
Type Research Report

May be available at

Building a Democracy Machine: Toward an Integrated and Empowered Form of Civic Engagement

John Gastil

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Research Report

May be available at

The Reliability of Tweets as a Supplementary Method of Seasonal Influenza Surveillance

A.A. Aslam M.H. Tsou B.H. Spitzberg L. An J.M. Gawron D.K. Gupta K.M. Peddecord A.C. Nagel C. Allen J.A. Yang S. Lindsay

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Political behaviour and the acoustics of social media

Helen Margetts

Category Citizen Science Data Analysis Freedom of Information Behavioral Science and Nudges
Methodology Case Studies
Objective Participation
Type Journal Article

Stronger Together: How Great Teams Work

Simon Hartley

Category Collective Intelligence
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Joined-Up Data: Building Blocks for Common Standards

Neil Ashton

Category Open Data Open Contracting
Methodology Case Studies Conceptual Framework
Objective Legitimacy
Type Research Report

May be available at

The Transformation of Human Rights Fact-Finding

Philip Alston Sarah Knuckey

Category Data Analysis Citizen Engagement and Crowdsourcing Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Big Data Quality: a Roadmap for Open Data

Paolo Ciancarini Francesco Poggi Daniel Russo

Category Data Analysis Big Data Open Data
Methodology Case Studies Quantitative Analysis
Objective Effectiveness
Type Conference Proceedings

May be available at

Why Public Sector Agencies (Sometimes) Support Participatory Democracy Programs

Alon Peled

Category Open Data
Methodology Quantitative Analysis
Objective Access Legitimacy Participation
Type Journal Article

Empowering cities

The Economist

Category Smart Cities
Methodology Case Studies
Objective Effectiveness
Type White Paper

May be available at

Deliberation and Development: Rethinking the Role of Voice and Collective Action in Unequal Societies

Patrick Heller Vijayendra Rao

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Book

May be available at

Reining in the Big Promise of Big Data: Transparency, Inequality, and New Regulatory Frontiers

Philipp Hacker Bilyana Petkova

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Legitimacy
Type Working Paper

May be available at

Why women participate less in civic activity: Evidence from Mali

Jessica Gottlieb

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Participation
Type Journal Article

May be available at

Sea Change in Open Science and Data Sharing Leadership by Industry

Krumholz HM Gross CP Blount KL Ritchie JD Hodshon B Lehman R Ross JS

Category Data Collaboratives Open Data
Methodology Case Studies Conceptual Framework Literature Review
Objective Participation and Sharing
Type Journal Article

May be available at

A world that counts: Mobilising the data revolution for sustainable development

Data Revolution Group

Category Data Analysis Big Data Data Collaboratives
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Comparing resistance to open data performance measurement

Gregory Michener Otavio Ritter

Category Open Data
Methodology Case Studies Comparative Analysis Statistical Modeling
Objective Legitimacy
Type Journal Article

The Quiet Power of Indicators: Measuring Governance, Corruption, and Rule of Law

Sally Engle Merry Kevin E. Davis Benedict Kingsbury

Category Data Analysis
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Transforming City Governments for Successful Smart Cities

Manuel Pedro Rodríguez Bolívar

Category Data Analysis Smart Cities
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Crowdsourcing: It Matters Who the Crowd Are

Alexis Comber Peter Mooney Ross S. Purves Duccio Rocchini Ariane Walz

Category Citizen Engagement and Crowdsourcing Citizen Science Data Analysis
Methodology Statistical Modeling Comparative Analysis Qualitative Analysis
Objective Effectiveness Participation
Type Journal Article

May be available at

New Frontiers in Social Innovation Research

Alex Nicholls Julie Simon Madeleine Gabriel

Category Citizen Engagement and Crowdsourcing Collective Intelligence Co-Creation
Methodology Quantitative Analysis Case Studies
Objective Effectiveness
Type Book

May be available at

Revealing Clutural Ecosystem Services through Instagram Images: The Potential of Social Media Volunteered Geographic Information for Green Infrastructure Planning and Governance

Paulina Guerrero Maja Steen Møller Anton Stahl Olafsson Bernhard Snizek

Category Citizen Science Citizen Engagement and Crowdsourcing Data Analysis
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Parliamentary Information Visualization as a Means for Legislative Transparency and Citizen Empowerment?

Aspasia Papaloi Dimitris Gouscos

Category Open Data
Methodology Design Science
Objective Legitimacy
Type Journal Article

May be available at

Open Data in Southeast Asia

Manuel Stagars

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Understanding the Smart City Domain: A Literature Review

Leonidas G. Anthopoulos

Category Data Analysis Smart Cities
Methodology Conceptual Framework Literature Review
Objective Effectiveness
Type Book Chapter

May be available at

A Preliminary Process and Criteria for Evaluating Open Standards

Michael Roberts

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Accountable Algorithms

Joshua A. Kroll Joanna Huey Solon Barocas Edward W. Felten Joel R. Reidenberg David G. Robinson Harlan Yu

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Visual Rulemaking

Elizabeth G. Porter Kathryn A. Watts

Category Data Analysis
Methodology Conceptual Framework
Objective Legitimacy Participation
Type Journal Article

May be available at

A Guide for Making Innovation Offices Work

Rachel Burstein Alissa Black

Category Labs and Experimentation
Methodology Surveys Case Studies
Objective Effectiveness
Type Research Report

May be available at

Questioning Big Data: Crowdsourcing crisis data towards an inclusive humanitarian response

Femke Mulder Julie Ferguson Peter Groenewegen Kees Boersma Jeroen Wolbers

Category Big Data
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Legitimacy Effectiveness
Type Journal Article

May be available at

Exploring the Emerging Impacts of Open Aid Data and Budget Data in Nepal

Krishna Sapkota

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

OpenData.Innovation: An International Journey to Discover Innovative Uses of Open Government Data

Mor Rubinstein Josh Cowls Corinne Cath

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Privacy Concerns in Smart Cities

Liesbet van Zoonen

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Privacy
Type Journal Article

Open Data and Beyond

F Welle Donker B. van Loenen A. K. Bregt

Category Data Collaboratives Open Data
Methodology Case Studies
Objective Participation and Sharing
Type Journal Article

May be available at

Constitutional Conventions in the Digital Era: Lessons from Iceland and Ireland

Silvia Suteu

Category Citizen Engagement and Crowdsourcing Crowdlaw
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

May be available at

A multi-source dataset of urban life in the city of Milan and the Province of Trentino

Gianni Barlacchi Maco De Nadai Roberto Larcher Antonio Casella Christiana Chitic Giovanni Torrisi Fabrizio Antonelli Alessandro Vespignani Alex Pentland Bruno Lepri

Category Data Analysis Smart Cities
Methodology Quantitative Analysis Design Science
Objective Effectiveness
Type Journal Article

May be available at

Evidence for a Collective Intelligence Factor in the Performance of Human Groups

Anita Williams Woolley Christopher F. Chabris Alex Pentland Nada Hashmi Thomas W. Malone

Category Collective Intelligence
Methodology Randomized Controlled Trial
Objective Effectiveness
Type Journal Article

May be available at

A Guide to Data Innovation for Development – From idea to proof-of-concept

Global Pulse

Category Data Analysis Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Access Effectiveness Transparency
Type Research Report

May be available at

Crowdsourced Off-Road Traffic Law Experiment in Finland: Report about idea crowdsourcing and evaluation

Tanja Aitamurto Hélène Landemore David Lee Ashish Goel

Category Citizen Engagement and Crowdsourcing Crowdlaw
Methodology Quantitative Analysis Survey
Objective Effectiveness Participation
Type Research Report

May be available at

Policy modeling to support administrative decisionmaking on the New York state HIV testing law.

Martin E. G. MacDonald R. H. Smith L. C. Gordon D. E. Tesoriero J. M. Laufer F. N. O’Connell D. A

Category Big Data Open Data
Methodology Case Studies Statistical Modeling
Objective Effectiveness Participation and Sharing
Type Journal Article

Wiser: Getting Beyond Groupthink to Make Groups Smarter

Cass Sunstein Reid Hastie

Category Collective Intelligence Behavioral Science and Nudges
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Book

TheyWorkForYou.com: Analysis of users and usage for UK Citizens Online Democracy

Tobias Escher

Category Civic Technology Open Data
Methodology Case Studies Quantitative Analysis
Objective Access Legitimacy
Type Research Report

May be available at

Does Twitter Increase Perceived Police Legitimacy?

Stephan G. Grimmelikhuijsen Albert J. Meijer

Category Citizen Engagement and Crowdsourcing
Methodology Statistical Modeling
Objective Legitimacy Participation
Type Journal Article

Can 311 Call Centers Improve Service Delivery? Lessons from New York and Chicago

Jane Wiseman

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Comparative Analysis Quantitative Analysis
Objective Effectiveness
Type White Paper

May be available at

The Black Box Society

Frank Pasquale

Category Big Data Open Data
Methodology Conceptual Framework
Objective Privacy Transparency
Type Book

Open Development: Networked Innovations in International Development

Matthew Smith Katherine M. A. Reilly

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

May be available at

Europe Should Promote Data for Social Good

Daniel Castro

Category Institutional Innovation Civic Technology
Methodology Qualitative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Sustainable Smart Cities: Creating Spaces for Technological, Social and Business Development

Marta Peris-Ortiz Dag Bennett Diana Pérez-Bustamante Yábar

Category Smart Cities
Methodology Case Studies Qualitative Analysis
Objective Effectiveness
Type Book

Peacekeeping 4.0: Harnessing the Potential of Big Data, Social Media, and Cyber Technologies

John Karlsrud

Category Data Analysis Big Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book Chapter

We All Need Help: “Big Data” and the Mismeasure of Public Administration

Stéphane Lavertu

Category Institutional Innovation Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

A Framework for Policy Crowdsourcing

John Prpić Araz Taeihagh James Melton

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Protecting Privacy in Data Release

Giovanni Livraga

Category Open Data
Methodology Case Studies Conceptual Framework
Objective Privacy Legitimacy
Type Book

Designing for Cities: Technology and the Urban Experience

Paul McConnell Michael Clare

Category Design Thinking Smart Cities
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

May be available at

Architecting Transparency Back to the Roots – and Forward to the Future?

Dieter Zinnbauer

Category Open Data Freedom of Information
Methodology Conceptual Framework
Objective Legitimacy
Type Working Paper

May be available at

Learning Privacy Expectations by Crowdsourcing Contextual Informational Norms

Yan Shvartzshnaider Helen Nissenbaum Schraising Tong Lakshminarayanan Subramanian Thomas Wies Prateek Mittal Paula Kift

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Ethnography Statistical Modeling
Objective Privacy
Type Conference Proceedings

May be available at

Crowdsourcing Diagnosis for Patients With Undiagnosed Illnesses: An Evaluation of CrowdMed

Ashley N.D. Meyer Christopher A. Longhurst Hardeep Singh

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Supply-Side Variants in the Supply of Open Data in University Governance

François van Schalkwyk

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Conference Proceedings

Design Principles for Engaging and Retaining Virtual Citizen Scientists

Dara M. Wald Justin Longo A. R. Dobell

Category Citizen Engagement and Crowdsourcing Citizen Science Design Thinking
Methodology Case Studies Survey
Objective Effectiveness Participation
Type Journal Article

May be available at

On Researching Data and Communication

Andrew Schrock

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

May be available at

Online Political Participation: A Study of Youth Usage of New Media

Ali Salman Suhana Saad

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Participation
Type Journal Article

May be available at

Health Data Governance: Privacy, Monitoring and Research

OECD

Category Data Analysis Big Data Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness Privacy
Type Book

May be available at

Algorithmic Transparency in the News Media

Nicholas Diakopoulos Michael Koliska

Category Algorithmic Scrutiny
Methodology Case Studies Survey
Objective Legitimacy
Type Journal Article

Hacking the streets: 'Smart' writing in the smart city

Spencer Jordan

Category Data Analysis Smart Cities Citizen Engagement and Crowdsourcing Citizen Science
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

May be available at

An In-Depth Analysis of Open Data Portals as an Emerging Public E-Service

Martin Lnenicka

Category Open Data
Methodology Comparative Analysis
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Opening Public Transit Data in Germany

Stefan Kaufmann

Category Open Data
Methodology Survey
Objective Access Legitimacy
Type Thesis/Dissertation

May be available at

Reinventing Discovery: The New Era of Networked Science

Michael Nielsen

Category Collective Intelligence
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Book

Disclosing or obscuring? The politics of transparency in global climate governance

Aarti Gupta Michael Mason

Category Open Data Freedom of Information
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

A Systematic Review of Open Government Data Initiatives

Judie Attard Fabrizio Orlandi Simon Scerri Sören Auer

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Group Privacy: New Challenges of Data Technologies

Linnet Taylor Luciano Floridi Bart van der Sloot

Category Big Data Data Analysis
Methodology Case Studies Comparative Analysis Ethnography
Objective Privacy
Type Book

Social Network Targeting to Maximise Population Behaviour Change: A Cluster Randomised Controlled Trial

David A. Kim Alison R. Hwong Derek Stafford D. Alex Hughes A. James O'Malley James H. Fowler Nicholas A. Christakis

Category Expert Networking Data Analysis
Methodology Randomized Controlled Trial
Objective Effectiveness
Type Journal Article

Resistance of Public Personnel to Open Government: A Cognitive Theory View of Implementation Barriers Towards Open Government Data

Bernd W. Wirtz Robert Piehler Marc-Julian Thomas Peter Daiser

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Business Models for Open Innovation: Matching Heterogenous Open Innovation Strategies with Business Model Dimensions

Tina Saebi Nicolai J. Foss

Category Citizen Engagement and Crowdsourcing Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness Participation
Type White Paper

May be available at

Report to the President: Technology and the Future of Cities

President's Council of Advisors on Science and Technology

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

A New Source of Data for Public Health Surveillance: Facebook Likes

Steven Gittelman Victor Lange Carol Gotway Crawford Catherine Okoro Eugene Lieb Satvinder S Dhingra Elaine Trimarchi

Category Data Analysis
Methodology Statistical Modeling Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Counterterrorism and Counterintelligence: Crowdsourcing Approach

Sanket Subhash Khanwalkar

Category Citizen Engagement and Crowdsourcing
Methodology Comparative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Open Community Data & Official Public Data in Flood Risk Management: A Comparison Based on InaSAFE

Riccardo Pasi Cristian Consonni Maurizio Napolitano

Category Data Analysis Open Data
Methodology Case Studies
Objective Effectiveness
Type Conference Proceedings

May be available at

The openness buzz in the knowledge economy: Towards taxonomy

Anna Lundgren

Category Open Data
Methodology Conceptual Framework Literature Review
Objective Accessibility Transparency Participation and Sharing
Type Journal Article

How Innovation Agencies Work: International Lessons to Inspire and Inform National Strategies

Alex Glennie Kirsten Bound

Category Labs and Experimentation
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Towards Decision Support for Disclosing Data: Closed or Open Data?

Anneke Zuiderwijk Marijn Janssen

Category Open Data
Methodology Conceptual Framework Survey Ethnography
Objective Legitimacy
Type Journal Article

Beyond the Quantified Self: Thematic exploration of a dataistic paradigm

Minna Ruckenstein Mika Pantzar

Category Small Data
Methodology Conceptual Framework
Objective Effectiveness Privacy
Type Journal Article

Designing Serious Games for Citizen Engagement in Public Service Processes

Nicolas Pflanzl Tadeu Classe Renata Araujo Gottfried Vossen

Category Citizen Engagement and Crowdsourcing Collective Intelligence Gamification
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Political Turbulence: How Social Media Shape Collective Action

Helen Margetts Peter John Scott Hale Taha Yasseri

Category Data Analysis Collective Intelligence
Methodology Quantitative Analysis
Objective Participation
Type Book

Does Participatory Budgeting Improve Decentralized Public Service Delivery?

Diether W. Beuermann Maria Amelina

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness
Type White Paper

May be available at

Effects of the Internet on Participation: Study of a Public Policy Referendum in Brazil

Paolo Spada Jonathan Mellon Tiago Peixoto Fredrik M. Sjoberg

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Statistical Modeling Survey
Objective Participation
Type Research Report

May be available at

Mapping the Next Frontier of Open Data: Corporate Data Sharing

Stefaan Verhulst David Sangokoya

Category Data Collaboratives
Methodology Case Studies
Objective Co-Creation Participation and Sharing
Type Article Draft

May be available at

Open Data Impact: When Demand and Supply Meet – Key Findings of the Open Data Impact Case Studies

Stefaan Verhulst Andrew Young

Category Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy Outside Innovation
Type Research Report

May be available at

Anonymization and Risk

Ira Rubinstein Woodrow Hartzog

Category Open Data Data Analysis
Methodology Conceptual Framework
Objective Effectiveness Privacy
Type Journal Article

May be available at

Crowdsourcing medical expertise in near real time

Max H. Sims Jeffrey Bigham Henry Kautz Marc W. Halterman

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

Innovating and changing the policy-cycle: Policy-makers be prepared!

Marijn Janssen Natalie Helbig

Category Citizen Engagement and Crowdsourcing Data Analysis Open Data Expert Networking
Methodology Case Studies
Objective Effectiveness Legitimacy Participation
Type Journal Article

How to Succeed in the Networked World

Anne-Marie Slaughter

Category
Methodology
Objective Grand Strategy
Type Journal Article

May be available at

The City As Platform: How Digital Networks Are Changing Urban Life and Governance

David Bollier

Category Data Analysis Smart Cities Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Research Report

May be available at

A systematic review of barriers to data sharing in public health

Willem G. van Panhuis Proma Paul Claudia Emerson John Grefenstette Richard Wilder Abraham J. Herbst David Heymann Donald S. Burke

Category Data Collaboratives
Methodology Conceptual Framework
Objective
Type Journal Article

May be available at

Sharing Data Is a Form of Corporate Philanthropy

Matt Stempeck

Category Data Collaboratives Open Data
Methodology Conceptual Framework
Objective Participation and Sharing
Type Journal Article

May be available at

Global Governance and ICTs: Exploring Online Governance Networks around Gender and Media

Claudia Padovani Elena Pavan

Category Distributed Governance Collective Intelligence
Methodology Case Studies
Objective Legitimacy
Type Journal Article

Data Driven Governments: Creating Value Through Open Government Data

Judie Attard Fabrizio Orlandi Sören Auer

Category Open Data Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Innovations in Global Governance: Towards a Distributed Internet Governance Ecosystem

Stefaan Verhulst Beth Simone Noveck Jillian Raines Antony Declercq

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Conceptual Framework
Objective Access Effectiveness Legitimacy Participation
Type White Paper

May be available at

Outcome-driven open innovation at NASA

Jennifer L. Gustetic Jason Crusan Steve Rader Sam Ortega

Category Citizen Engagement and Crowdsourcing Prizes and Challenges
Methodology Case Studies
Objective Effectiveness
Type Journal Article

The data revolution: finding the missing millions

Elizabeth Stuart Emma Samman William Avis Tom Berliner

Category Big Data Data Collaboratives
Methodology Case Studies Conceptual Framework
Objective Participation and Sharing Big Data
Type Research Report

May be available at

Who Are You Calling Irrational?

Aneil Kovvali

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Legitimacy
Type Working Paper

May be available at

Distinguishing 'Crowded' Organizations from Groups and Communities: Is Three a Crowd?

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

Ebola: A Big Data Disaster

Sean McDonald

Category Data Analysis Big Data
Methodology Case Studies
Objective Legitimacy Privacy
Type Research Report

May be available at

Open Government: Missing Questions

Vadym Pyrozhenko

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

OpenFDA: an innovative platform providing access to a wealth of FDA's publicly available data

Taha A. Kass-Hout Zhiheng Xu Matthew Mohebbi Hans Nelsen Adam Baker Jonathan Levine Elaine Johanson Roselie A. Bright

Category Open Data
Methodology Case Studies
Objective Effectiveness Participation
Type White Paper

May be available at

The Small World Initiative: An Innovative Crowdsourcing Platform for Antibiotics

Ana Maria Barral Huda Makhluf Nichole A. Broderick Erika L. Kurt

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness
Type Journal Article

Police.uk and Data.police.uk: Developing Open Crime and Justice Data for the UK

Amanda M Smith Tom Heath

Category Open Data
Methodology Case Studies
Objective Legitimacy
Type Journal Article

May be available at

Digital Democracy in Belgium and the Netherlands. A Socio-Legal Analysis of Citizenlab.be and Consultatie.nl

Koen Van Aeken

Category Citizen Engagement and Crowdsourcing Citizen Science Civic Technology Distributed Governance Participatory Budgeting Smart Cities
Methodology Case Studies
Objective Access Effectiveness Legitimacy Participation Co-Creation Accessibility Participation and Sharing
Type Journal Article

Open data and its usability: an empirical view from the Citizen’s perspective

Vishanth Weerakkody Zahir Irani Kawal Kapoor Uthayasankar Sivarajah Yogesh K. Dwivedi

Category Open Data
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Mapping and Comparing Responsible Data Approaches

Jos Berens Ulrich Mans Stefaan Verhulst

Category Data Analysis Open Data Data Collaboratives
Methodology Conceptual Framework Comparative Analysis
Objective Legitimacy Privacy
Type Research Report

May be available at

Open Data for Competitive Advantage: Insights from Open Data Use by Companies

Anneke Zuiderwijk Marijn Janssen Kostas Poulis Geerten van de Kaa

Category Open Data
Methodology Statistical Modeling Survey
Objective Outside Innovation
Type Conference Proceedings

The Responsive City: Engaging Communities Through Data-Smart Governance

Susan Crawford Stephen Goldsmith

Category Smart Cities
Methodology Case Studies User Studies
Objective
Type Book

Social media and citizen engagement: A meta-analytic review

Marko M. Skoric Qinfeng Zhu Debbie Goh Natalie Pang

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Case Studies
Objective Participation
Type Journal Article

Smart Urbanism: Utopian vision or false dawn?

Simon Marvinrés Luque-Ayala Colin McFarlane

Category Data Analysis Smart Cities
Methodology Comparative Analysis
Objective Effectiveness
Type Book

Guidance for Incorporating Big Data into Humanitarian Operations

Katie Whipkey Andrej Verity

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Who Is Doing Computational Social Science?

Katie Metzler David A. Kim Nick Alum Angella Denman

Category Institutional Innovation Big Data Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective
Type Research Report

May be available at

Towards a Sociology of Institutional Transparency: Openness, Deception, and the Problem of Public Trust

Sarah Moore

Category Freedom of Information Open Data
Methodology Case Studies Conceptual Framework Ethnography Qualitative Analysis
Objective Legitimacy Transparency
Type Journal Article

Urban technology analysis matrix

Pablo Emilio Branchi Carlos Fernández-Valdivielso Ignacio Raúl Matías

Category Data Analysis
Methodology Quantitative Analysis Conceptual Framework
Objective Effectiveness
Type Journal Article

The Future of Work in the 'Sharing Economy'. Market Efficiency and Equitable Opportunities or Unfair Precarisation?

Cristiano Codagnone Fabienne Abadie Federico Biagi

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Quantitative Analysis
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Score Another One for the Internet? The Role of the Networked Public Sphere in the U.S. Net Neutrality Policy Debate"

Robert Faris Hal Roberts Bruce Etling Dalia Othman Yochai Benkler

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness Participation
Type White Paper

May be available at

Why We Misjudge the Nudge

Adam Hill

Category Behavioral Science and Nudges
Methodology Comparative Analysis Conceptual Framework User Studies
Objective Effectiveness
Type Working Paper

May be available at

Datafication and empowerment: How the open data movement re-articulates notions of democracy, participation, and journalism

Stefan Baack

Category Open Data Civic Technology
Methodology Case Studies Survey
Objective Legitimacy Participation
Type Journal Article

May be available at

Open Data: A 21st Century Asset for Small and Medium Sized Enterprises

Stefaan Verhulst Robyn Caplan

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Digital Kenya: An Entrepreneurial Revolution in the Making

Bitange Ndemo Tim Weiss

Category Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective
Type Book

From Smart City to Open City: Lessons from Jakarta Smart City

Dinita Andriana Putri Marahani Karlina CH Jimmy Tanaya

Category Data Analysis Open Data Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Supporting Sustainable Development with Open Data

Fiona Smith William Gerry Emma Truswell

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Technoscience and Citizenship: Ethics and Governance in the Digital Society

Ana Delgado

Category Data Analysis Distributed Governance
Methodology Comparative Analysis Conceptual Framework Ethnography Qualitative Analysis
Objective Effectiveness
Type Book

Opening the Gates: Will Open Data Initiatives Make Local Governments in the Philippines More Transparent?

Michael Canares Joseph de Guia Marijoe Narca Jaremilleta Arawiran

Category Open Data
Methodology Case Studies
Objective Legitimacy
Type Research Report

May be available at

Quantifying crowd size with mobile phone and Twitter data

Federico Botta Helen Susannah Moat Tobias Preis

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Removing barriers for citizen participation to urban innovation

Annika Wolff Daniel Gooch Umar Mir Jose Cavero Gerd Kortuem

Category Open Data
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Cities in the 21st Century

Oriol Nel-lo Renata Mele

Category Data Analysis Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Book

Does Enclave Deliberation Polarize Opinions?

Kimmo Grönlund Kaisa Herne Maija Setälä

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Survey
Objective Participation
Type White Paper

May be available at

Scientific crowdsourcing in wildlife research and conservation: Tigers (Panthera tigris) as a case study

Category Citizen Engagement and Crowdsourcing Citizen Science Co-Creation Data Analysis Data Collaboratives Expert Networking Institutional Innovation Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness Outside Innovation Participation Co-Creation Participation and Sharing
Type Journal Article

May be available at

Global Brain: The Evolution of Mass Mind from the Big Bang to the 21st Century

Howard Bloom

Category Collective Intelligence
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Book

How Open Data Are Turned into Services?

Muriel Foulonneau Sébastien Martin Slim Turki

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Book Chapter

Open Government Data for Effective Public Participation: Findings of a Case Study Research Investigating the Kenya's Open Data Initiative in Urban Slums and Rural Settlements

Zacharia Chiliswa

Category Open Data
Methodology Case Studies
Objective Effectiveness Participation
Type Research Report

May be available at

The Relevance of Algorithms

Tarleton Gillespie

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Book Chapter

May be available at

Flutrack.org: Open-source and linked data for epidemiology

Konstantinos Chorianopoulos Karolos Talvis

Category Open Data Data Analysis
Methodology Design Science
Objective Effectiveness
Type Journal Article

Handbook of Collective Intelligence

Thomas W. Malone Michael S. Bernstein

Category Collective Intelligence
Methodology Essay Collection
Objective Effectiveness
Type Book

Developing transparency through digital means? Examining institutional responses to civic technology in Latin America

Rebecca Rumbul

Category Civic Technology
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Legitimacy Transparency
Type Journal Article

May be available at

Effectively Crowdsourcing the Acquisition and Analysis of Visual Data for Disaster Response

Hien To Seon Ho Kim Cyrus Shahabi

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework Design Science
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Towards Timely Public Health Decisions to Tackle Seasonal Diseases With Open Government Data

Vandana Srivastava Biplav Srivastava

Category Open Data
Methodology Quantitative Analysis
Objective Effectiveness
Type Conference Proceedings

May be available at

Privacy and Open Data

Alexandra Wood David O'Brien Urs Gasser

Category Open Data
Methodology Qualitative Analysis
Objective Privacy Legitimacy Effectiveness
Type Working Paper

May be available at

Transparency in Search of a Theory

Mark Fenster

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Real-time information about public transport’s position using crowdsourcing

Nikos Souliotis Anargyros Tsadimas Mara Nikolaidou

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies
Objective Effectiveness
Type Conference Proceedings

Environmental Law, Big Data, and the Torrent of Singularities

William Boyd

Category Big Data
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Open Data for Social Change and Sustainable Development

Raed M Sharif François van Schalkwyk

Category Open Data
Methodology Conceptual Framework Ethnography Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Digital Social Innovation: Interim Report

Francesca Bria Esteve Almirall Peter Baeck Harry Halpin Jon Kingsbury Frank Kresin Sacha van Tongeren Julian Tait Kelly Armstrong Jo Casebourne Sophie Reynolds Sacha van Tongeren Ning Xu

Category Citizen Engagement and Crowdsourcing Collective Intelligence Co-Creation
Methodology Case Studies
Objective Effectiveness Participation
Type Research Report

May be available at

Internet Voting for Expatriates: The Swiss Case

Micha Germann Uwe Serdült

Category Civic Technology
Methodology Case Studies
Objective Participation
Type Journal Article

May be available at

Power To The People! (And Settings for Using It Wisely?)

Public Agenda

Category Participatory Budgeting
Methodology Case Studies Conceptual Framework User Studies
Objective Effectiveness
Type White Paper

May be available at

Beyond behaviour change: Key issues, interdisciplinary approaches and future directions

Fiona Spotswood

Category Behavioral Science and Nudges
Methodology Qualitative Analysis
Objective Effectiveness
Type Book

Impact Evaluation in Practice

Paul J. Gertler Sebastian Martinez Patrick Premand Laura B. Rawlings Christel M. J. Vermeersch

Category Data Analysis
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Research Report Book

May be available at

The Participatory Condition in the Digital Age

Darin Barney Gabriella Coleman Christine Ross Jonathan Sterne Tamar Tembeck

Category Citizen Engagement and Crowdsourcing Civic Technology Collective Intelligence
Methodology Ethnography
Objective Effectiveness Participation
Type Book

Open Data in Devoloping Countries – Emerging Insights from Phase 1

Tim Davies

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Too Much Democracy in All the Wrong Places: Toward a Grammar of Participation

Christopher M. Kelty

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Ethnography
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Big Data and Privacy: Emerging Issues

D. E. O'Leary

Category Data Analysis Big Data
Methodology Case Studies Conceptual Framework
Objective Legitimacy Privacy
Type Conference Proceedings

How Regular People Can Help Shape Science

David Lang

Category Citizen Engagement and Crowdsourcing Citizen Science Collective Intelligence
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Article Draft

May be available at

Meaningful meetings: how can meetings be made better

Geoff Mulgan

Category Collective Intelligence
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

Gatekeepers: How Procurement Personnel Guard Against Hybrid Accountability

Daniel E. Bromberg

Category Freedom of Information Open Data
Methodology Case Studies
Objective Legitimacy
Type Journal Article

How Our Days Became Numbered: Risk and the Rise of the Statistical Individual

Dan Bouk

Category Data Analysis
Methodology Qualitative Analysis
Objective Legitimacy
Type Book

Governance in the Information Era

Erik Johnston

Category Data Governance
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Informed and Interconnected: A Manifesto for Smarter Cities

Rosabeth Kanter

Category Smart Cities
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Working Paper

May be available at

Smart Crowds in Smart Cities: Real Life, City Scale Deployments of a Smartphone Based Participatory Crowd Management Platform

Tobias Franke Paul Lukowicz Ulf Blanke

Category Smart Cities Data Analysis Citizen Science Citizen Engagement and Crowdsourcing
Methodology Design Science
Objective Effectiveness
Type Journal Article

May be available at

Online Consultation and Governance Reform in Chinese Ministries and Provinces

Steven J. Balla Yuhan Wu

Category Citizen Engagement and Crowdsourcing
Methodology Comparative Analysis Quantitative Analysis
Objective Participation
Type Conference Proceedings

May be available at

Code and the City

Rob Kitchin Sung-Yueh Perng

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Book

Tracking Employment Shocks Using Mobile Phone Data

Jameson L. Toole Yu-Ru Lin Erich Muehlegger Daniel Shoag Marta C. Gonzalez David Lazer

Category Data Analysis
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Big data in the policy cycle: Policy decision making in the digital era

Johann Höchtl Peter Parycek Ralph Schöllhammer

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Tweeting From Left to Right: Is Online Political Communication More Than an Echo Chamber?

Pablo Barberá John T. Jost Jonathan Nagler Joshua A. Tucker Richard Bonneau

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

Human Smart Cities

Grazia Concilio Francesca Rizzo

Category Smart Cities
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Citizen engagement in rulemaking — evidence on regulatory practices in 185 countries

Melissa Marie Johns Valentina Saltane

Category Citizen Engagement and Crowdsourcing Collective Intelligence Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Citizen Science: The Law and Ethics of Public Access to Medical Big Data

Sharona Hoffman

Category Data Analysis
Methodology Comparative Analysis
Objective Access Participation Privacy
Type Journal Article

May be available at

Do Experts or Collective Intelligence Write with More Bias? Evidence from Encyclopaedia Britannica and Wikipedia

Shane Greenstein Feng Zhu

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Comparative Analysis Quantitative Analysis
Objective Participation
Type Working Paper

May be available at

‘Data.gov-in-a-box’: Delimiting transparency

Clare Birchall

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Participation
Type Journal Article

May be available at

Mining Administrative Data to Spur Urban Revitalization

Ben Green Alejandra Caro Matthew Conway Robert Manduca Tom Plagge Abby Miller

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

Rethinking Smart Cities From The Ground Up

Tom Saunders Peter Baeck

Category Data Analysis Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

A Taxonomy of Open Government Data Research Areas and Topics

Yannis Charalabidis Charalampos Alexopoulos Euripidis Loukis

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Entrepreneurial Administration

Phil Weiser

Category Data Analysis Design Thinking
Methodology Conceptual Framework
Objective Effectiveness Outside Innovation
Type Journal Article

Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

Edward Glaeserrew Hillis Scott Duke Kominers Michael Luca

Category Citizen Engagement and Crowdsourcing Prizes and Challenges Expert Networking
Methodology Conceptual Framework Quantitative Analysis Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Reframing Data Transparency

Bojana Bellamy Chema Alonso

Category
Methodology
Objective Data Transparency
Type White Paper

May be available at

Making design safe for citizens: A hidden history of humanitarian experimentation

Katja Lindskov Jacobsen

Category Labs and Experimentation
Methodology Case Studies Conceptual Framework
Objective Legitimacy
Type Journal Article

The challenges and limits of big data algorithms in technocratic governance

Jeannine E. Relly Carol B. Schwalbe

Category Big Data Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

The Trust Imperative: A Framework for Ethical Data Use

Susan Etlinger Jessica Groopman

Category Data Governance
Methodology Conceptual Framework
Objective Legitimacy Privacy Security
Type Research Report

May be available at

Gender Gaps in Civic and Political Participation in Latin America

Rosario Espinal Shanyang Zhao

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Statistical Modeling
Objective Participation
Type Journal Article

May be available at

Datafication and Democracy: Recalibrating Digital Information Systems to Address Societal Interests

Jonathan Gray

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

A framework for Adoption of Challenges and Prizes in US Federal Agencies: A Study of Early Adopters

Claudia A. Louis

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Effectiveness Participation
Type Thesis/Dissertation

Civic Open Data at a Crossroads: Dominant Models and Current Challenges

Renee E. Sieber Peter A. Johnson

Category Open Data
Methodology Conceptual Framework
Objective Access Participation
Type Journal Article

May be available at

Data Love: The Seduction and Betrayal of Digital Technologies

Roberto Simanowski

Category Big Data Data Analysis
Methodology Ethnography Conceptual Framework
Objective Effectiveness
Type Book

Data-Driven Innovation: Big Data for Growth and Well-Being

OECD

Category Data Analysis Big Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

May be available at

Smart Devolution

Eddie Copeland Cameron Scott

Category Data Analysis Big Data Smart Cities
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type White Paper

May be available at

Who Benefits From Civic Technology?

Rebecca Rumbul

Category Civic Technology
Methodology Quantitative Analysis
Objective Participation
Type Research Report

May be available at

Breaking Public Administrations’ Data Silos

Raimondo Iemma Federico Morando Michele Osella

Category Open Data
Methodology Case Studies Comparative Analysis
Objective Access Effectiveness Legitimacy
Type Journal Article

May be available at

The Potential of M-health for Improved Data Use

Tamlyn Munslow Inka Barnett Deviana Dewi

Category Institutional Innovation Data Collaboratives Data Analysis
Methodology Conceptual Framework Qualitative Analysis Comparative Analysis
Objective Effectiveness Participation
Type Research Report

May be available at

Open Data Means Business

Open Data Institute

Category Open Data
Methodology Case Studies Survey
Objective Outside Innovation
Type Research Report

May be available at

Algorithmic Accountability: Journalistic Investigation of Computational Power Structures

Nicholas Diakopoulos

Category Algorithmic Scrutiny
Methodology Case Studies Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Geospatial big data and cartography: research challenges and opportunities for making maps that matter

Category Big Data Citizen Engagement and Crowdsourcing Co-Creation Data Analysis Open Data
Methodology Conceptual Framework
Objective
Type Journal Article

May be available at

Habermas and the Garants : Narrowing the gap between policy and practice in French organisation – citizen engagement

Judy Burnside-Lawry Carolyne Lee Sandrine Rui

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Who you are/where you live: do neighbourhood characteristics explain co-production?

Peter Thijssen Wouter Van Dooren

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Participation
Type Journal Article

Labels as nudges? An experimental study of car eco-labels

Francesco Bogliacino Cristiano Codagnone Giuseppe Alessandro Veltri Francisco Lupiáñez-Villanueva George Gaskell Andriy Ivchenko

Category Behavioral Science and Nudges
Methodology Design Science
Objective Effectiveness
Type Journal Article

May be available at

Combatting Police Discrimination in the Age of Big Data

Sharad Goel Maya Perelman Ravi Shroff David Alan Sklansky

Category Data Analysis Big Data
Methodology Statistical Modeling
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Smart cities: the state-of-the-art and governance challenge

Mark Deakin

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

May be available at

Opening Government Data through Mediation: Exploring the Roles, Practices and Strategies of Data Intermediary Organisations in India

Sumandro Chattapadhyay

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Open or Closed? Open Licensing of Real-Time Public Sector Transit Data

Teresa Scassa Alexandra Diebel

Category Data Analysis Open Data
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness Transparency
Type Journal Article

May be available at

Innovating for Healthy Urbanization

Roy Ahn Thomas F. Burke Anita McGahan

Category Data Analysis
Methodology Quantitative Analysis Qualitative Analysis
Objective Effectiveness
Type Book

Collaborative Governance in Theory and Practice

Chris Ansell Alison Gash

Category Data Collaboratives
Methodology Conceptual Framework
Objective Participation and Sharing
Type Journal Article

May be available at

Why do humans reason? Arguments for an argumentative theory

Hugo Mercier Dan Sperber

Category Collective Intelligence Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Social Network Sites as a Mode to Collect Health Data: A Systematic Review

F. Alshaikh F. Ramzan S. Rawaf A. Majeed

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Comparative Analysis
Objective Effectiveness Participation
Type Journal Article

May be available at

Behavioural Approaches: How Nudges Lead to More Intelligent Policy Design

Peter John

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Book Chapter

May be available at

Bhoomi: 'E-Governance', Or, An Anti-Politics Machine Necessary to Globalize Bangalore?

Solomon Benjamin R. Bhuvaneswari P. Rajan Manjunatha

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Legitimacy
Type Working Paper

May be available at

Quizz: Targeted Crowdsourcing with a Billion (Potential) Users

P. G. Ipeirotis E. Gabrilovich

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Case Studies
Objective Effectiveness
Type Conference Proceedings

May be available at

Effect of Government Data Openness on a Knowledge-based Economy

Jae-Nam Lee Juyeon Ham Byounggu Choi

Category Open Data Institutional Innovation Data Analysis
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness Transparency Participation
Type Journal Article

May be available at

An analysis of the role and impact of industry participation in framework programmes

European Commission Directorate-General for Research and Innovation

Category Co-Creation
Methodology Case Studies Qualitative Analysis Survey
Objective Effectiveness Participation
Type Research Report

May be available at

Technology for Transparent and Accountable Public Finance (TTAPF)

Lucy Chambers Velichka Dimitrova Rufus Pollock

Category Open Data Data Analysis Citizen Engagement and Crowdsourcing Participatory Budgeting
Methodology Case Studies
Objective Legitimacy
Type Research Report

May be available at

Crowdteaching: Supporting Teaching as Designing in Crowdsourcing Communities

Mimi Recker Min Yuan Lei Ye

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Quantitative Analysis
Objective Participation
Type Journal Article

May be available at

The Effect of Bureaucratic Responsiveness on Citizen Participation

Fredrik M. Sjoberg Jonathan Mellon Tiago Peixoto

Category Citizen Engagement and Crowdsourcing Open Data Behavioral Science and Nudges
Methodology Statistical Modeling
Objective Participation
Type Journal Article

Online Participation in Higher Education Decision-making

Samuel Bohman Henrik Hansson Pooyeh Mobini

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Survey
Objective Legitimacy Participation
Type Journal Article

May be available at

Revolution Delayed: The Impact Open Data on the Fight Against Corruption

Lorenzo Segato

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy
Type Research Report

May be available at

Crowdsourcing: A Survey of Applications

Jayshri Namdeorao Ganthade Sunil R. Gupta

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Making Open Innovation Ecosystems Work: Case Studies in Healthcare

Donald E. Wynn Jr. Renee M. E. Pratt Randy V. Bradley

Category Citizen Engagement and Crowdsourcing Prizes and Challenges
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Data protection in a big data society. Ideas for a future regulation

Alessandro Mantelero Giuseppe Vaciago

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy Privacy
Type Journal Article

Push, Pull, and Spill: A Transdisciplinary Case Study in Municipal Open Government

Jan Whittington Ryan Calo Mike Simon Jesse Woo Meg Young Peter Schmiedeskamp

Category Open Data Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Open Data and Sub-national Governments: Lessons from Developing Countries

Michael Canares Satyarupa Shekhar

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

Smart cities: moving beyond urban cybernetics to tackle wicked problems

Robert Goodspeed

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Journal Article

Mapping the Risk-Utility Landscape of Mobile Data for Sustainable Development & Humanitarian Action

UN Global Pulse

Category Data Analysis Big Data
Methodology Case Studies
Objective Effectiveness Privacy
Type Research Report

May be available at

Embracing Crowdsourcing: A Strategy for State and Local Governments Approaching “Whole Community” Emergency Planning

Jesse A. Sievers

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Enabling the Data Revolution: An International Open Data Roadmap

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

A Risk-based Approach to Privacy: Improving Effectiveness in Practice

The Centre for Information Policy Leadership

Category Data Governance
Methodology Conceptual Framework
Objective Privacy Legitimacy
Type Research Report

May be available at

Group Privacy in Times of Big Data. A Literature Review

Paula Helm

Category Big Data Data Analysis
Methodology Comparative Analysis Conceptual Framework Literature Review
Objective Privacy
Type Journal Article

Crowdsourcing Solutions for Disaster Response: Examples and Lessons for the US Government

David Becker Samuel Bendett

Category
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

The Challenges and Limits of Big Data Algorithms in Technocratic Governance

Marijn Janssen George Kuk

Category Big Data Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy

Category Big Data Citizen Engagement and Crowdsourcing Data Analysis Data Collaboratives Institutional Innovation Data Governance
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

The Civic Organization and the Digital Citizen: Communicating Engagement in a Networked Age

Chris Wells

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Case Studies
Objective Participation
Type Book

Design Lessons for Smart Governance Infrastructures

Erik Johnston Derek Hansen

Category Data Governance
Methodology Conceptual Framework
Objective Effectiveness
Type Book Chapter

May be available at

e-Consultation Platforms: Generating or Just Recycling Ideas?

Efthimios Tambouris Anastasia Migotzidou Konstantinos Tarabanis

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation Co-Creation
Type Book Chapter

Seeing without Knowing: Limitations of the Transparency Ideal and Its Application to Algorithmic Accountability

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Tools to Innovate: Data Analytics, Risk Management, and Shared Services

Dan Chenok Michael J. Keegan Douglas W. Webster Thomas H. Stanton Young Hoon Kwak Julia Keleher Eric Zeemering Daryl Delabbio

Category Data Analysis
Methodology Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Cognition in the Wild

Edwin Hutchins

Category Collective Intelligence Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Open Data for Development: Building an Inclusive Data Revolution

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

A Process Model for Crowdsourcing Design: A Case Study in Citizen Science

Kazjon Grace Mary Lou Maher Jennifer Preece Tom Yeh Abigale Stangle Carol Boston

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Participation
Type Book Chapter

Flooding Through the Lens of Mobile Phone Activity

David Pastor-Escuredo Alfredo Morales-Guzmán Yolanda Torres-Fernández Jean-Martin Bauer Amit Wadhwa Carlos Castro-Correa Liudmyla Romanoff Jong Gun Lee Alex Rutherford Vanessa Frias-Martinez Nuria Oliver Enrique Frias-Martinez Miguel Luengo-Oroz

Category Data Analysis Data Collaboratives Big Data Design Thinking Open Data
Methodology Case Studies Comparative Analysis Network Analysis Qualitative Analysis Quantitative Analysis
Objective Effectiveness
Type Conference Proceedings White Paper

May be available at

Big Data is Not a Monolith

Cassidy R. Sugimoto Hamid R. Ekbia Michael Mattioli Eds.

Category
Methodology Essay Collection
Objective Big Data
Type Book

Credit Scoring and Trade Secrecy: An Algorithmic Quagmire or How the Lack of Transparency in Complex Financial Models Scuttled the Finance Market

Brenda Reddix-Smalls

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Inside Government: The role of policy actors in shaping e-democracy in the UK

Mary Houston

Category Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Dissertation and/or Thesis

May be available at

Citizen Scientist

Mary Ellen Hannibal

Category Citizen Science
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Data and Analytics Innovation

Category Institutional Innovation Data Analysis
Methodology Qualitative Analysis
Objective Effectiveness
Type Research Report Conference Proceedings

May be available at

Managing Innovation in a Crowd

Daron Acemoglu Mohamed Mostagir Asuman E. Ozdaglar

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

What is being done with open government data?

Karen Okamoto

Category Open Data
Methodology Qualitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

The Diffusion and Evolution of 311 Citizen Service Centers in American Cities from 1996 to 2012: A Study to Identify the Catalysts for the Adoption of Citizen Engagement Technology

John Christopher O'Byrne

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Quantitative Analysis
Objective Effectiveness
Type Thesis/Dissertation

May be available at

Algorithmic Life: Calculative Devices in the Age of Big Data

Louise Amoore Volha Piotukh

Category Data Analysis Big Data
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness Legitimacy
Type Book

Data hubris? Humanitarian information systems and the mirage of technology

Róisín Reada Bertrand Taithea Roger Mac Gintya

Category Citizen Engagement and Crowdsourcing Data Analysis Big Data
Methodology Qualitative Analysis Survey
Objective Effectiveness
Type Journal Article

May be available at

Towards a Transparency Ontology in the Context of Open Government

Rui Pedro Lourenço Susana Jorge Helena Rolas

Category Data Analysis Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Transparency
Type Journal Article

Results Through Transparency: Does Publicity Lead to Better Procurement?

Charles Kenny Ben Crisman

Category Open Data
Methodology Conceptual Framework Qualitative Analysis
Objective Transparency Participation
Type Research Report

E-Government in Support of Sustainable Development

United Nations

Category Institutional Innovation
Methodology Quantitative Analysis Case Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Policy Practice and Digital Science: Integrating Complex Systems, Social Simulation and Public Administration in Policy Research

Marijn Janssen Maria A. Wimmer A. Deljoo

Category Data Analysis
Methodology Conceptual Framework Case Studies Statistical Modeling
Objective Effectiveness
Type Book

The Data Revolution: Finding the Missing Millions

Elizabeth Stuart Emma Samman William Avis Tom Berliner

Category Open Data Data Analysis Big Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Improving Crowdsourcing and Citizen Science as a Policy Mechanism for NA

Brittany Balcom

Category Citizen Engagement and Crowdsourcing Citizen Science
Methodology Quantitative Analysis
Objective Participation
Type Journal Article

May be available at

Towards Open Development Data: A review of open development data from a NGO perspective

Tijs van den Broek Marijn Rijken Sander van Oort

Category Open Data
Methodology Conceptual Framework
Objective Access Effectiveness
Type White Paper

May be available at

Creative Intelligence in the 21st Century: Grappling with Enormous Problems and Huge Opportunities

Don Ambrose Robert J. Sternberg

Category Collective Intelligence
Methodology Essay Collection
Objective Effectiveness
Type Book

What Is Citizen Science? – A Scientometric Meta-Analysis

Christopher Kullenberg Dick Dasperowski

Category Citizen Engagement and Crowdsourcing Citizen Science
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Managerial Governance and Transparency in Public Sector to Improve Services for Citizens and Companies

Nunzio Casalino Peter Bednar

Category Open Data
Methodology Case Studies
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Does online voting change the outcome? Evidence from a multi-mode public policy referendum

Jonathan Mellona Tiago Peixotoa Fredrik M Sjoberga

Category Citizen Engagement and Crowdsourcing Open Data Participatory Budgeting Smart Cities
Methodology Quantitative Analysis Statistical Modeling Survey
Objective Participation Participation and Sharing
Type Journal Article

May be available at

Data Science of the People, for the People, by the People: A Viewpoint on an Emerging Dichotomy

Kush R. Varshney

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness Legitimacy Privacy
Type Conference Proceedings

May be available at

Mediating Voices and Communicating Realities: Using information crowdsourcing tools, open data initiatives and digital media to support and protect the vulnerable and marginalised

Evangelia Berdou

Category Open Data Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators

Naren Ramakrishnan Patrick Butler Sathappan Muthiah Nathan Self Rupinder Khandpur Parang Saraf Wei Wang Jose Cadena Anil Vullikanti Gizem Korkmaz Chris Kuhlman Achla Marathe Liang Zhao Ting Hua Feng Chen Chang-Tien Lu Bert Huang Aravind Srinivasan Khoa Trinh Lise Getoor Graham Katzy Doyle Chris Ackermann Ilya Zavorin Jim Ford Kristen Summers Youssef Fayed Jaime Arredondo Dipak Gupta David Mares

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

The ethical impact of data science

Luciano Floridi Mariarosaria Taddeo

Category Data Analysis
Methodology Conceptual Framework Case Studies Ethnography
Objective
Type Journal Article

May be available at

GitHub use in public administration in Canada: Early experience with a new open collaboration tool

Justin Longo Tanya M. Kelley

Category Civic Technology Co-Creation Collective Intelligence Distributed Governance
Methodology Case Studies Qualitative Analysis User Studies
Objective Access Effectiveness Participation Transparency
Type Journal Article

Big Data and Public Policy: Can It Succeed Where E-Participation Has Failed?

Jonathan Bright Helen Margetts

Category Open Data Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Conference Proceedings

Crowdsourcing Privacy Policy Analysis: Potential, Challenges and Best Practices

Florian Schaub Travis D. Breaux Norman Sadeh

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation Privacy
Type Journal Article

The Fundamentals of Policy Crowdsourcing

John Prpić Araz Taeihagh James Melton

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Big Data Challenges: Society, Security, Innovation and Ethics

A. Bunnik A. Cawley M. Mulqueen A. Zwitter

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Legitimacy
Type Book

Encouraging and Sustaining Innovation in Government: Technology and Innovation in the Next Administration

Beth Simone Noveck Stefaan Verhulst

Category Institutional Innovation Open Data
Methodology Case Studies
Objective Effectiveness Participation
Type Research Report

May be available at

Public-Private Partnerships for Statistics: Lessons Learned, Future Steps

Nicholas Robin Thilo Klein Johannes Jütting

Category Data Analysis Data Collaboratives Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

Immersive Policy Learning: An Interactive Course Experiment

Tanya M. Kelley Erik W. Johnston

Category Labs and Experimentation Gamification
Methodology Randomized Controlled Trial
Objective Legitimacy
Type Journal Article

May be available at

Government Data Does Not Mean Data Governance: Lessons Learned from a Public Sector Application Audit

Nik Thompson Ravi Ravindran Salvatore Nicosia

Category Open Data Data Governance
Methodology Case Studies Conceptual Framework
Objective Legitimacy Privacy Security
Type Journal Article

May be available at

Service Design Impact Report: Public Sector

Service Design Network

Category Institutional Innovation
Methodology Qualitative Analysis Conceptual Framework
Objective Effectiveness
Type Research Report Book

May be available at

Beyond IRBs: Designing Ethical Review Processes for Big Data Research

Category Big Data Data Analysis Data Governance
Methodology Case Studies Comparative Analysis Conceptual Framework Qualitative Analysis
Objective Effectiveness Legitimacy Transparency
Type Conference Proceedings

May be available at

Mo' Data, Mo' Problems? Personal Data Mining and the Challenge to the Data Mnimization Principle

Liane Colonna

Category Data Analysis Small Data
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Research Report

May be available at

Civic Technologies as Tools for Change: Is Balance Between Online and Offline Actions a Necessary Condition for Achiveing Social Change through Civic Innovation?

Fondo Acelerador de Innovaciones Cívicas

Category Civic Technology Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Legitimacy Effectiveness
Type Research Report

May be available at

The Age of Sharing

Nicholas A John

Category
Methodology
Objective Data Transparency
Type Book

Inside the Nudge Unit: How small changes can make a big difference

David Halpern

Category Behavioral Science and Nudges
Methodology Case Studies
Objective Effectiveness
Type Book

Smart Citizens, Smarter State

Beth Simone Noveck

Category Citizen Engagement and Crowdsourcing Collective Intelligence Distributed Governance Open Data Data Governance
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation Accessibility
Type Book

#Republic: Divided Democracy in the Age of Social Media

Cass R. Sunstein

Category Civic Technology
Methodology Case Studies Conceptual Framework Ethnography Qualitative Analysis Literature Review
Objective Effectiveness
Type Book

The Ethics of Influence: Government in the Age of Behavioral Science

Cass R. Sunstein

Category Behavioral Science and Nudges
Methodology Comparative Analysis Qualitative Analysis
Objective Legitimacy Effectiveness
Type Book

The Moral Economy: Why Good Incentives Are No Substitute for Good Citizens

Samuel Bowles

Category Behavioral Science and Nudges
Methodology Qualitative Analysis Ethnography
Objective Effectiveness Legitimacy
Type Book

Transparency and the Open Society: Practical Lessons for Effective Policy

Roger Taylor Tim Kelsey

Category Open Data Freedom of Information
Methodology Conceptual Framework Case Studies
Objective Legitimacy
Type Book

Reimagining Governance in Practice: Benchmarking British Columbia’s Citizen Engagement Efforts

Andrew Young Christina Rogawski Sabeel Rahman Stefaan Verhulst

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Comparative Analysis Survey
Objective Access Effectiveness Legitimacy Participation
Type Research Report

May be available at

Government for a Digital Economy

Zoë Baird

Category Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Book Chapter

May be available at

Teaching Open Data for Social Movements: a Research Strategy

Alan Freihof Tygel Maria Luiza Machado Campos Celso Alexandre Souza de Alvear

Category Open Data
Methodology Conceptual Framework Design Science Comparative Analysis
Objective Legitimacy Participation Outside Innovation
Type Journal Article

May be available at

Human Smart Cities: Rethinking the Interplay between Design and Planning

Grazia Concilio Francesca Rizzo

Category Design Thinking Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Is Transparency a Recipe for Innovation?

Bastiaan Heemsbergen

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Secrecy and Publicity in Votes and Debates

Jon Elster

Category Collective Intelligence
Methodology Conceptual Framework Qualitative Analysis
Objective Legitimacy
Type Book

Behavioral Insights and Public Policy Lessons from Around the World

Category Behavioral Science and Nudges
Methodology Case Studies Conceptual Framework Qualitative Analysis Quantitative Analysis
Objective Participation and Sharing
Type Journal Article

Collaborative approaches to public sector innovation: A scoping study

K. Szkuta R. Pizzicannella D. Osimo

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Comparative Analysis
Objective Effectiveness Participation
Type Journal Article

Statactivism: Forms of Action between Disclosure and Affirmation

Isabelle Bruno Emmanual Didier Tommaso Vitale

Category Data Analysis Co-Creation
Methodology Conceptual Framework Comparative Analysis
Objective Legitimacy Participation
Type Journal Article

May be available at

The Innovation Imperative in the Public Sector: Setting an Agenda for Action

OECD

Category Institutional Innovation Co-Creation
Methodology Conceptual Framework
Objective Effectiveness
Type Book

May be available at

Big Data: Big Power Shifts?

Lena Ulbricht Maximilian von Grafenstein

Category Data Analysis Big Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Supply and Demand of Open Data in Mexico: A Diagnostic Report on the Government's New Open Data Portal

Juan Ortiz Freuler

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Forging Trust Communities: How Technology Changes Politics

Irene S. Wu

Category Collective Intelligence
Methodology Case Studies
Objective Legitimacy Participation
Type Book

The Routledge Companion to Social Media and Politics

Axel Burns Gunn Enli Eli Skogerboers Olof Larsson Christian Christensen

Category
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Digital Dividends: World Development Report 2016

The World Bank

Category Open Data Data Analysis Big Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

An investigation of unpaid crowdsourcing

Ria Mae Borromeo Motomichi Toyama

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Case Studies
Objective Legitimacy Effectiveness Participation
Type Journal Article

May be available at

Innovation Labs: Leveraging Openness for Radical Innovation?

Lidia Gryszkiewicz Ioanna Lykourentzou Tuukka Toivonen

Category Labs and Experimentation
Methodology Comparative Analysis Conceptual Framework
Objective Effectiveness
Type White Paper

One way traffic: The open data initiative project and the need for an effective demand side initiative in Ghana

Frank L.K. Ohemeng Kwaku Ofosu-Adarkwa

Category Open Data
Methodology Case Studies
Objective Legitimacy Outside Innovation
Type Journal Article

Data democracy increased supply of geospatial information and expanded participatory processes in the production of data

Max Craglia Lea Shanley

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis Co-Creation
Methodology Conceptual Framework Comparative Analysis
Objective Effectiveness Participation
Type Journal Article

May be available at

Crowdsourcing geographic information for disaster response: a research frontier

Michael F. Goodchilda J. Alan Glennona

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Social Innovation Lab Guide

Frances Westley Sam Laban Cheryl Rose Katharine McGowan Kirsten Robinson Ola Tjornbo Mark Tovey

Category Labs and Experimentation Design Thinking
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

Urban Data Games: Creating Smart Citizens for Smart Cities

Annika Wolff Gerd Kortuem Jose Cavero

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework
Objective Participation Effectiveness
Type Conference Proceedings

May be available at

The Smart City and its Citizens: Governance and Citizen Participation in Amsterdam Smart City

Carlo Francesco Capra

Category Citizen Engagement and Crowdsourcing Smart Cities
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Opening Government: Designing Open Innovation Processes to Collaborate With External Problem Solvers

Ines Mergel

Category Citizen Engagement and Crowdsourcing Expert Networking Co-Creation
Methodology Quantitative Analysis
Objective Effectiveness Participation
Type Journal Article

Data Collaboratives as a New Frontier of Cross-Sector Partnerships in the Age of Open Data: Taxonomy Development

Iryna Susha Marijn Janssen Stefaan Verhulst

Category Data Analysis Data Collaboratives Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

May be available at

EU Citizenship: Twenty Years On

Patricia Mindus

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Fifty Shades of Manipulation

Cass R. Sunstein

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Privacy, Transparency and Trust in a Digital World

Ben Mason

Category Civic Technology Citizen Engagement and Crowdsourcing Data Governance
Methodology Qualitative Analysis
Objective Legitimacy Privacy
Type Research Report

May be available at

Is bigger better? The emergence of big data as a tool for international development policy

Linnet Taylor Ralph Schroeder

Category Big Data Data Collaboratives Open Data
Methodology Case Studies Comparative Analysis Conceptual Framework
Objective Big Data
Type

May be available at

Open Data Maturity in Europe 2016

Wendy Carrara Dinand Tinholt

Category Open Data Data Governance
Methodology Comparative Analysis Ethnography
Objective
Type Research Report

May be available at

Open Budget Data: Mapping the Landscape

Jonathan Gray

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy
Type Research Report

May be available at

Enriching Urban Spaces with Ambient Computing, the Internet of Things, and Smart City Design

Shin'ichi Konomi (University of Tokyo Japan) and George Roussos (University of London UK)

Category
Methodology
Objective Urban Design
Type Book

Governance Networks in the Public Sector

Erik Hans Klijn Joop Koppenjan

Category Institutional Innovation Distributed Governance Co-Creation
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Innovations in Open Grantmaking

Andrew Miller Andrew Young Beth Simone Noveck

Category Collective Intelligence Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Nudges for Privacy and Security: Understanding and Assisting Users’ Choices Online

Alessandro Acquisti Idris Adjerid Rebecca Hunt Balebako Laura Faith Cranor Saranga Komanduri Pedro Giovanni Leon Norman Sadeh Florian Schaub Manya Sleeper Yang Wang Shomir Wilson

Category Behavioral Science and Nudges
Methodology User Studies Qualitative Analysis
Objective Privacy Effectiveness
Type Working Paper

May be available at

How Does Collaborative Governance Scale?

Chris Ansell Jacob Torfing

Category Citizen Engagement and Crowdsourcing Co-Creation
Methodology Case Studies
Objective Effectiveness
Type Journal Article

Innovation spaces: transforming humanitarian practice in the United Nations

Louise Bloom Romy Faulkner

Category Labs and Experimentation
Methodology Comparative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Big Data and Big Cities: The Promises and Limitations of Improved Measures of Urban Life

Edward L. Glaeser Scott Duke Kominers Michael Luca Nikhil Naik

Category Data Analysis Big Data Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Working Paper

May be available at

Benchmarking open government: An open data perspective

N. Veljković S. Bogdanović-Dinić L. Stoimenov

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Private Data and the Public Good

Gideon Mann

Category Data Collaboratives
Methodology Conceptual Framework
Objective Participation and Sharing
Type Article Draft

Standard Business Reporting: Open Data to Cut Compliance Costs

Hudson Hollister Joseph Kull Michael Middleton Michal Piechocki

Category Big Data Open Data
Methodology Case Studies Comparative Analysis
Objective
Type Journal Article

May be available at

Enabling Humanitarian Use of Mobile Phone Data

Yves-Alexandre de Montjoye Jake Kendall Cameron F. Kerry

Category Data Analysis Big Data Data Collaboratives
Methodology Case Studies
Objective Legitimacy Privacy
Type White Paper

May be available at

Data, Human Rights & Human Security

Mark Latonero Zachary Gold

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Motivations for sustained participation in crowdsourcing: The role of talk in a citizen science case study

Corey Brian Jackson Carsten Østerlund Gabriel Mugar Katie DeVries Hassman Kevin Crowston

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Participation
Type Conference Proceedings

The well-informed city: A decentralized, bottom-up model for a smart city service using information and self-organization

Eyal Feder-Levy Efrat Blumenfeld-Liebertal Juval Portugali

Category Institutional Innovation Smart Cities Citizen Science
Methodology Ethnography Case Studies
Objective Effectiveness Access
Type Conference Proceedings Journal Article

Privacy Preservation in the Age of Big Data

John S. Davis II Osonde Osoba

Category Big Data Data Analysis
Methodology Qualitative Analysis
Objective Privacy
Type Research Report

May be available at

Can Bottom-Up Institutional Reform Improve Service Delivery?

Ezequiel Molina

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Working Paper

May be available at

Using Social Media in Hotel Crisis Management: The Case of Bed Bugs

Bingjie Lui Lori Pennington-Gray Louisa Klemmer

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Crowdsourcing: Why the Power of the Crowd Is Driving the Future of Business

Jeff Howe

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective
Type Book

Why a Nudge is Not Enough: A social identity critique of governanceby stealth

Frank Mols S. Alexander Haslam Jolanda Jetten Niklas K. Steffens

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Advances in Crowdsourcing

Fernando J. Garrigos-Simon Ignacio Gil-Pechuán Sofia Estelles-Miguel

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Discovering the Appropriate Role of Serious Games in the Design of Open Governance Platforms

Tanya M. Kelley Erik Johnston

Category Citizen Engagement and Crowdsourcing Civic Technology Co-Creation Collective Intelligence Design Thinking Distributed Governance Gamification Labs and Experimentation Prizes and Challenges Behavioral Science and Nudges
Methodology Design Science User Studies
Objective Access Effectiveness Legitimacy Outside Innovation Participation
Type Journal Article

Essays on collective intelligence

Yiftach Nagar Thomas W. Malone Patrick De Boer Ana Cristina Bicharra Garcia

Category Collective Intelligence
Methodology Ethnography
Objective Effectiveness
Type Book

May be available at

Using Crowds for Evaluation Tasks: Validity by Numbers vs. Validity by Expertise

Christoph Hienerth Frederik Riar

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

Shaping the Web: Why the Politics of Search Engines Matters

Lucas D. Introna Helen Nissenbaum

Category Algorithmic Scrutiny
Methodology Comparative Analysis Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

MOOCs and Crowdsourcing: Massive Courses and Massive Resources

John Prpić James Melton Araz Taeihagh Terry Anderson

Category Collective Intelligence Co-Creation Design Thinking
Methodology Conceptual Framework
Objective Access Effectiveness Participation
Type Journal Article

May be available at

Fine-Grained Dengue Forecasting Using Telephone Triage Services

Nabeel Abdur Rehman Shankar Kalyanaraman Talal Ahmad Fahad Pervaiz Umar Saif Lakshminarayanan Subramanian

Category Data Analysis Data Collaboratives
Methodology Statistical Modeling Design Science
Objective Effectiveness
Type Journal Article

May be available at

Governing with Collective Intelligence

Tom Saunders Geoff Mulgan

Category Collective Intelligence
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

The Spectrum of Control: A Social Theory of the Smart City

Jathan Sadowski Frank A. Pasquale III

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Inside the Digital Revolution

Heather Brooke

Category Data Analysis Freedom of Information Institutional Innovation Data Governance
Methodology Case Studies Comparative Analysis Qualitative Analysis
Objective Effectiveness Legitimacy
Type Journal Article

The Architecture of Innovation

Hollie Russon Gilman Jessica Gover

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

The multiple meanings of open government data: Understanding different stakeholders and their perspectives

Felipe Gonzalez-Zapata Richard Heeks

Category Open Data
Methodology Survey Case Studies
Objective Effectiveness
Type Journal Article

Governments and Citizens Getting to Know Each Other? Open, Closed, and Big Data in Public Management Reform

Category Data Analysis Open Data
Methodology Survey
Objective Effectiveness Participation
Type Journal Article

True Collective Intelligence? A Sketch of a Possible New Field

Geoff Mulgan

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

100 Stories: The Impact of Open Access

Jean-Gabriel Bankier Promita Chatterji

Category Open Data
Methodology Conceptual Framework Qualitative Analysis
Objective Access Effectiveness
Type Working Paper

May be available at

Why Open Software Matters for Government & Civic Tech [and how to support it]

Rufus Pollock

Category Civic Technology
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Rethinking big data in digital humanitarianism: practices, epistemologies, and social relations

Ryan Burns

Category Citizen Engagement and Crowdsourcing Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Case Study: Open Data in the Governance of South African Higher Education

François van Schalkwyk Michelle Willmers Laura Czerniewicz

Category Open Data
Methodology Case Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Enter the public entrepreneur: implementing innovation in the public sector

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Outside Innovation
Type Research Report

May be available at

Health Big Data in the Commercial Context

Center for Democracy & Technology

Category Big Data Data Governance Data Collaboratives
Methodology Conceptual Framework Survey
Objective Privacy
Type White Paper

May be available at

Leveraging Mixed Expertise in Crowdsourcing

David Merritt

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness Legitimacy
Type Dissertation and/or Thesis

May be available at

How Does Civil Society Use Budget Information? Mapping Fiscal Transparency Gaps and Needs in Developing Countries

Paolo De Renzio

Category Freedom of Information Open Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness Transparency
Type Research Report

May be available at

Technocracy in America: Rise of the Info-State

Parag Khanna

Category Citizen Engagement and Crowdsourcing Civic Technology Collective Intelligence
Methodology Conceptual Framework Ethnography Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

Ten Actions to Implement Big Data Initiatives: A Study of 65 Cities

Alfred Tat-Kei Ho Bo McCall

Category Big Data Smart Cities Institutional Innovation Data Analysis
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness Access Transparency
Type Research Report

May be available at

Privacy of Public Data

Kirsten E. Martin Helen Nissenbaum

Category Citizen Science Data Analysis Open Data
Methodology Comparative Analysis Conceptual Framework Statistical Modeling User Studies
Objective Effectiveness Legitimacy Privacy
Type Article Draft

May be available at

Aiding Surveillance: An exploration of how development and humanitarian aid initiatives are enabling surveillance in developing countries

Gus Hosein Carly Nyst

Category Data Governance
Methodology Conceptual Framework Qualitative Analysis
Objective Legitimacy Privacy
Type Research Report

May be available at

Public Impact Fundamentals

Category Institutional Innovation
Methodology Conceptual Framework
Objective Legitimacy Effectiveness
Type Research Report

May be available at

The Metric Tide: Independent Review of the Role of Metrics in Research Assessment and Management

James Wilson

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Book

OpenStreetMap in Israel and Palestine – ‘Game changer’ or reproducer of contested cartographies?

Christian Bittner

Category Citizen Engagement and Crowdsourcing Civic Technology Open Data
Methodology Qualitative Analysis Statistical Modeling
Objective Effectiveness
Type Journal Article

Making a success of digital government

Emily Andrews Daniel Thorton Joseph Owen Alex Bleasdale Gavin Freeguard Ines Stelk

Category Institutional Innovation
Methodology Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Budgeting for Equity: How Can Participatory Budgeting Advance Equity in the United States?

Madeleine Pape

Category
Methodology
Objective Budgeting
Type Journal Article

May be available at

New Tools for Collaboration: The Experience of the U.S. Intelligence Community

Gregory F. Treverton

Category Co-Creation
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

Infostorms. Why do we ‘like’? Explaining individual behavior on the social net.

Vincent F. Hendricks Pelle G. Hansen

Category Behavioral Science and Nudges
Methodology Ethnography Comparative Analysis
Objective
Type Book

Citizen Involvment in Local Environmental Governance: A Methodology Combining Human-Centered Design and Living Lab Approaches

Sandrine Reiter Guillaume Gronier Philippe Valoggia

Category Labs and Experimentation Co-Creation
Methodology Design Science
Objective Participation
Type Journal Article

May be available at

When Talk Trumps Text:The Democratizing Effects of Deliberation during Constitution-Making, 1974-2011

Todd A. Eisenstadt A. Carl LeVan Tofigh Mabou

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Quantitative Analysis
Objective Legitimacy Participation
Type Journal Article

May be available at

Mapping collective behavior in the big-data era

Pantelis P. Analytis Mehdi Moussaïd Florian Artinger Juliane E Kämmer Gerd Gigerenzer

Category Big Data Data Analysis Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Public Sector Entrepreneurship and the Integration of Innovative Business Models

Mateusz Lewandowski Barbara Kożuch

Category Citizen Engagement and Crowdsourcing Institutional Innovation
Methodology Case Studies Comparative Analysis Conceptual Framework Ethnography Qualitative Analysis
Objective Effectiveness
Type Book

Policies for a Fair Re-Use of Data: Big Data and the Application of Anonymization Techniques

Giuseppe D'Acquisto

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness Privacy
Type Conference Proceedings

May be available at

The Promise and Perils of Open Medical Data

Sharona Hoffman

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Collective Intelligence: Mankind's Emerging World in Cyberspace

Pierre Levy

Category Collective Intelligence
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

Gradient Field Correlation for Keypoint Correspondence

Zeynep Engin Melvin Lim Anil A. Bharath

Category Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective Effectiveness
Type Conference Proceedings

The Decalogue of Policy Making 2.0: Results from Analysis of Case Studies on the Impact of ICT for Governance and Policy Modelling

Sotirios Koussouris Fenareti Lampathaki Gianluca Misuraca Panagiotis Kokkinakos Dimitrios Askounis

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies Comparative Analysis
Objective Effectiveness Participation
Type Book Chapter

May be available at

Handbook of Research on Citizen Engagement and Public Participation in the Era of New Media

Marco Adria Yuping Mao

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Ethnography
Objective Participation Effectiveness
Type Book

Remaking Participation: Science, Environment and Emergent Publics

Jason Chilvers Matthew Kearnes

Category Citizen Engagement and Crowdsourcing Co-Creation
Methodology Conceptual Framework
Objective Participation
Type Book

The power of crowds

Pietro Michelucci Janis L. Dickinson

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Crowdsourcing and regulatory reviews: A new way of challenging red tape in British government?

Martin Lodge Kai Wegrich

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Navigating the Health Data Ecosystem: The "Six C's": Understanding the Health Data Terrain in the Era of Precision Medicine

O'Reilly Media

Category Data Analysis Collective Intelligence
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Participatory Budgeting in the United States: A Guide for Local Governments

Victoria Gordon Jeffery L. Osgood Jr. Daniel Boden

Category Participatory Budgeting
Methodology Qualitative Analysis Ethnography User Studies
Objective Legitimacy Effectiveness
Type Book

Innovation for Better Management: The Contribution of Public Innovation Labs

Sebastián Acevedo Nicolás Dassen

Category Citizen Engagement and Crowdsourcing Civic Technology Co-Creation Data Analysis Design Thinking Institutional Innovation Labs and Experimentation
Methodology Case Studies Conceptual Framework Quantitative Analysis
Objective Effectiveness Participation Transparency
Type Research Report

May be available at

Visualizing signatures of human activity in cities across the globe

Dániel Kondor Pierrick Thebault Sebastian Grauwin István Gódor Simon Moritz Stanislav Sobolevsky Carlo Ratti

Category Data Analysis Big Data
Methodology Design Science
Objective Effectiveness
Type Journal Article

May be available at

Enhancing Public Innovation by Transforming Public Governance

Jacob Torfing Peter Triantafillou

Category Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Digilantism: An Analysis of Crowdsourcing and the Boston Marathon Bombings

Johnny Nhan Laura Huey Ryan Broll

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness
Type Journal Article

Open Data as Open Educational Resources: Case studies of emerging practice

Javiera Atenas Leo Havemann

Category Open Data
Methodology Case Studies
Objective Effectiveness Outside Innovation
Type Book

May be available at

Responsible Data in Agriculture

Lindsay Ferris Zara Rahman

Category Data Analysis
Methodology Comparative Analysis
Objective Legitimacy Privacy
Type Research Report

May be available at

Law is Code: A Software Engineering Approach to Analyzing the United States Code

William Li Pablo Azar David Larochelle Phil Hillrew Lo

Category Data Analysis
Methodology Quantitative Analysis
Objective Access Effectiveness
Type White Paper

May be available at

Using Data Sharing to Improve Coordination in Peacebuilding

Andrew Robertson Steve Olson

Category Data Analysis Big Data Open Data Data Collaboratives
Methodology Conceptual Framework
Objective Effectiveness Participation
Type White Paper

May be available at

Crowdfunding for Sustainable Entrepreneurship and Innovation

Walter Vassallo

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Nudges to Privacy Behaviour: Exploring an Alternative Approach to Privacy Notices

Shara Monteleone Rene Van Bavel Nuria Priego Rodriguez Gabriele Esposito

Category Behavioral Science and Nudges
Methodology Design Science Quantitative Analysis
Objective Effectiveness Privacy
Type Research Report

May be available at

Mind the Map: The Impact of Culture and Economic Affluence on Crowd-Mapping Behaviours

Dr. Licia Capra

Category Citizen Engagement and Crowdsourcing Civic Technology Collective Intelligence
Methodology Quantitative Analysis
Objective Participation
Type Conference Proceedings

Crowdsourcing Biomedial Research: Leveraging Communities as Innovation Engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitsky

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Journal Article

Social Networks and Protest Participation: Evidence from 93 Million Twitter Users

Jennifer Larson Jonathan Nagler Jonathan Ronen Joshua Tucker

Category Citizen Science
Methodology Case Studies
Objective Effectiveness
Type Conference Proceedings

May be available at

Sensing and Shaping Emerging Conflicts: Report of a Joint Workshop of the National Academy of Engineering and the United States Institute of Peace: Roundtable on Technology, Science, and Peacebuilding

Andrew Robertson Steve Olson

Category Citizen Engagement and Crowdsourcing Data Analysis Civic Technology
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

Citizen Science for Citizen Access to Law

Michael Curtotti Wayne Weibel Eric McCreath Nicolas Ceynowa Sara Frug Tom R Bruce

Category Citizen Engagement and Crowdsourcing
Methodology Comparative Analysis Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Transforming Politics

S. Roseneil Jeff Hearn Paul Bagguley

Category Citizen Engagement and Crowdsourcing Collective Intelligence Distributed Governance
Methodology Ethnography Conceptual Framework
Objective Effectiveness
Type Book

Understanding how open dta could impact resource allocation for poverty eradication in Kenya and Uganda

Charles Lwanga-Ntale Beatrice Mugambe Bernard Sabiti Peace Nganwa

Category Open Data
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Connecting Grassroots to Government for Disaster Management: Workshop Summary

Ryan Burns Lea A. Shanley

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

From Governmental Open Data Toward Governmental Open Innovation (GOI)

Daniele Archibugi Andrea Filippetti

Category Open Data
Methodology Case Studies
Objective Outside Innovation
Type Book Chapter

Digital Government: Leveraging Innovation to Improve Public Sector Performance and Outcomes for Citizens

Svenja Falk Andrea Römmele Michael Silverman

Category Institutional Innovation
Methodology Conceptual Framework Qualitative Analysis
Objective
Type Book

Behavioural Science, Randomized Evaluations and the Transformation of Public Policy: The Case of the UK Government

Peter John

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Book Chapter

May be available at

Open Innovation in the Public Sector: A Research Agenda

Atreyi Kankanhalli Anneke Zuiderwijk Giri Kumar Tayi

Category Citizen Engagement and Crowdsourcing Collective Intelligence Institutional Innovation Prizes and Challenges
Methodology Case Studies Comparative Analysis Conceptual Framework
Objective Effectiveness
Type Journal Article

Measuring the Quality of Democracy

Brigitte Geissel Marianne Kneuer Hans-Joachim

Category Data Analysis Institutional Innovation
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Ethics for Big Data and Analytics

Daniel E. O'Leary

Category Big Data
Methodology Ethnography Conceptual Framework
Objective Legitimacy
Type Journal Article

Privacy as a Public Good

Joshua A. T. Fairfield Christoph Engel

Category Data Analysis
Methodology User Studies
Objective Legitimacy Privacy
Type Journal Article

May be available at

IT and Legislative Development

Peter Wahlgren

Category Data Analysis Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

A taxonomy of crowdsourcing based on task complexity

Robbie T. Nakatsu Elissa B. Grossman Charalambos L. lacovou

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Civic Crowd Analytics: Making sense of crowdsourced civic input with big data tools

Tanja Aitamurto Kaiping Chen Ahmed Cherif Jorge Saldivar Galli Luis Santana

Category Big Data Citizen Engagement and Crowdsourcing Data Analysis
Methodology Design Science Qualitative Analysis Ethnography User Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Research in the Crowdsourcing Age, a Case Study

Paul Hitlin

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Statistical Modeling Quantitative Analysis Case Studies
Objective Participation Effectiveness
Type Research Report

May be available at

Intermediation in Open Development: A Knowledge Stewardship Approach

Katherine M. A. Reilly Juan P. Alperin

Category Open Data Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

The Silo Effect: The Peril of Expertise and the Promise of Breaking Down Barriers

Gillian Tett

Category Institutional Innovation Co-Creation
Methodology Case Studies Qualitative Analysis
Objective Effectiveness
Type Book

The Legal Macroscope: Experimenting with Visual Legal Analytics

Nicola Lettieri Antonio Altamura Delfina Malandrino

Category Data Analysis Institutional Innovation
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Open data partnerships between firms and universities: The role of boundary organizations

M. Perkmann H. Schildt

Category Data Collaboratives Labs and Experimentation Open Data
Methodology Case Studies Conceptual Framework
Objective
Type Journal Article

May be available at

Using Social Media to Measure Labor Market Flows

Homero Gil de Zúñiga

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Working Paper

Surveying the citizen science landscape

Andrea Wiggins Kevin Crowston

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Survey
Objective Participation
Type Journal Article

May be available at

Big Data for Development: A Review of Promises and Challenges

Martin Hilbert

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

How Much Information? Effects of Transparency on Trust in an Algorithmic Interface

René F. Kizilcec

Category Algorithmic Scrutiny
Methodology Quantitative Analysis User Studies
Objective Legitimacy
Type Conference Proceedings

May be available at

Beyond the Digital Divide: Towards a Situated Approach to Open Data

L. Bezuidenhout B. Rappert A. Kelly S. Leonelli

Category Open Data
Methodology Case Studies Conceptual Framework
Objective Access Participation
Type Journal Article

Open parliament policy applied to the Brazilian Chamber of Deputies

Cristiano Faria Malena Rehbein

Category Institutional Innovation Open Data Citizen Engagement and Crowdsourcing
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Transparency
Type Journal Article

Big data and positive social change in the developing world: A white paper for practitioners and researchers

Category Big Data Data Governance
Methodology Case Studies Conceptual Framework
Objective Participation and Sharing
Type Conference Proceedings

May be available at

Doing Good with Data: Alternative Practices, Elephants in Rooms

Helen Kennedy

Category Data Analysis
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Book Chapter

Assessing Social Value in Open Data Initiatives: A Framework

Gianluigi Viscusi Marco Castelli Carlo Batini

Category Open Data
Methodology Conceptual Framework
Objective Access Effectiveness
Type Journal Article

May be available at

Urban Civics: An IoT middleware for democratizing crowdsensed data in smart societies

S. Hachem V. Issarny V. Mallet A. Pathak

Category Data Analysis Citizen Science Smart Cities Citizen Engagement and Crowdsourcing
Methodology Design Science
Objective Effectiveness Participation Legitimacy
Type Conference Proceedings

Citizens' Use of New Media in Authoritarian Regimes: A Case Study of Uganda

Åke Grönlund Wairagala Wakabi

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies
Objective Participation
Type Journal Article

May be available at

Crowdsourcing Parking Lot Occupancy using a Mobile Phone Application

Erfan Davami Gita Sukthankar

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies Quantitative Analysis
Objective Effectiveness
Type Conference Proceedings

May be available at

Budgetary participation and managerial performance: The impact of information and environmental volatility

Hasan Almasi Mohammad Reza Palizdar Hossein Parsian

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Survey
Objective Effectiveness Participation
Type Journal Article

May be available at

Crowdsourcing for Participatory Democracies: Efficient Elicitation of Social Choice Functions

David Lee Ashish Goel Tanja Aitamurto Hélène Landemore

Category Citizen Engagement and Crowdsourcing Crowdlaw
Methodology Quantitative Analysis Conceptual Framework Case Studies
Objective Effectiveness Participation
Type White Paper

May be available at

Co-Creating the Cities of the Future

Verónica Gutiérrez Evangelos Theodoridis Georgios Mylonas Fengrui Shi Usman Adeel Luis Diez Dimitrios Amaxilatis Johnny Choque Guillem Camprodom Julie McCann Luis Muñoz

Category Smart Cities Co-Creation Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Crowdsourcing Pedestrian and Cyclist Activity Data

Amy Smith

Category Citizen Engagement and Crowdsourcing Data Analysis Co-Creation
Methodology Comparative Analysis
Objective Effectiveness
Type White Paper

May be available at

Collective Intelligence or Group Think? Engaging Participation Patterns in World without Oil

Nassim Jafari Naimi Eric M. Meyers

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Quantitative Analysis
Objective Participation
Type Conference Proceedings

The Practice and Craft of Multistakeholder Governance

Stefaan Verhulst

Category Distributed Governance
Methodology Comparative Analysis Case Studies Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Creating a national citizen engagement process for energy policy

Nick Pidgeona Christina Demski Catherine Butler Karen Parkhill Alexa Spence

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Collective Wisdom: Principles and Mechanisms

Hélène Landemore Jon Elster

Category Collective Intelligence
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

The Regulator of Tomorrow

Shrupti Shah Rachel Brody Nick Olson

Category Institutional Innovation
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Research Report

May be available at

Open collaboration in the public sector: The case of social coding on GitHub

Ines Mergel

Category Citizen Engagement and Crowdsourcing Co-Creation
Methodology Quantitative Analysis Survey
Objective Effectiveness Participation
Type Journal Article

Medical Wikis Dedicated to Clinical Practice: A Systematic Review

Alexandre Brulet Guy Llorca Laurent Letrilliart

Category Citizen Engagement and Crowdsourcing
Methodology Comparative Analysis
Objective Participation
Type Journal Article

May be available at

Briefing bulletin: Design for policy and public services

Centre for Public Impact

Category Design Thinking
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Making Citizen-Generated Data Work

Danny Lämmerhirt Shazade Jameson Eko Prasetyo

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Research Report

May be available at

The Perils of Experimentation

Michael A. Livermore

Category Labs and Experimentation Institutional Innovation
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Digital Government Evolution: From Transformation to Contextualization

Tomasz Janowski

Category Data Analysis Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Engines of Change: What Civic Tech Can Learn From Social Movements

Stacy Donohue

Category Civic Technology
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

When Does ICT-Enabled Citizen Voice Lead to Government Responsiveness?

Tiago Peixoto Jonathan Fox

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness
Type Working Paper

May be available at

Seeing Cities Through Big Data

Piyushimita Thakuriah Nebiyou Tilahun Moira Zellner

Category Smart Cities Big Data Data Analysis
Methodology Case Studies Comparative Analysis
Objective Effectiveness Access
Type Book

Privacy in Public Spaces: What Expectations of Privacy Do We Have in Social Media Intelligence?

Lilian Edwards Lachlan Urquhuart

Category Data Analysis
Methodology Case Studies
Objective Legitimacy Privacy
Type Working Paper

May be available at

Tweetment Effects on the Tweeted: Experimentally Reducing Racist Harassment

Kevin Munger

Category Behavioral Science and Nudges
Methodology User Studies Statistical Modeling
Objective
Type Working Paper

May be available at

Public Domain and Democracy in the Digital Age

Patricia Mindus Nils Säfström

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

The Public Impact Observatory

Category Data Analysis
Methodology Case Studies
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Modernizing Informed Consent: Expanding the Boundaries of Materiality

Nadia N. Sawicki

Category Freedom of Information
Methodology Qualitative Analysis
Objective Legitimacy
Type Journal Article

May be available at

Open ICT Ecosystems Transforming the Developing World

Matthew Smith Laurent Elder

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

May be available at

A Decision Model for Data Sharing

Category Data Collaboratives Design Thinking Open Data Data Governance
Methodology Conceptual Framework
Objective Outside Innovation Participation and Sharing
Type Journal Article

May be available at

Participatory Governance

Stephanie L. McNulty Brian Wampler

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Participation
Type Book Chapter

Revolutionising Digital Public Service Delivery: A UK Government Perspective

Alan W. Brown Jerry Fishenden Mark Thompson

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Working Paper

May be available at

Smart cities from scratch? a socio-technical perspective

Luís Carvalho

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Journal Article

Participatory Environmental Valuation: A Comparative Analysis of Four Case Studies

Leslie Carnoye Rita Lopes

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Beyond the participatory process: Consequences in the interaction between civil society and local authorities

Manuel Jiménez Sánchez Patricia García Espín José Luis Fernández Martínez

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Participation
Type Article Draft

May be available at

The Politics of Mapping Platforms: Participatory Radiation Mapping after the Fukushima Daiichi Disaster

Jean-Christophe Plantin

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework Case Studies
Objective Legitimacy Participation
Type Journal Article

May be available at

Where Does Europe's Money Go? A Guide to EU Budget Data Sources

Elisabeth Druel Pierre Chrzanowski

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy
Type Research Report

May be available at

Digital Inequality and Second-Order Disasters: Social Media in the Typhoon Haiyan Recovery

Mirca Madianou

Category Data Analysis Big Data
Methodology Case Studies
Objective Legitimacy Effectiveness
Type Journal Article

May be available at

Does transparency matter? Evaluating the governance impacts of the Extractive Industries Transparency Initiative (EITI) in Azerbaijan and Liberia

Benjamin K. Sovacoola Nathan Andrews

Category Open Data Freedom of Information
Methodology Case Studies
Objective Legitimacy
Type Journal Article

May be available at

The limits of crisis data: analytical and ethical challenges of using social and mobile data to understand disasters

Kate Crawford Megan Finn

Category Data Analysis Big Data Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

The Quantified Community and Neighborhood Labs: A Framework for Computational Urban Planning and Civic Technology Innovation

Constantine E. Kontokosta

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

Crowd-Sourcing Corruption: What Petrified Forests, Street Music, Bath Towels and the Taxman Can Tell Us About the Prospects for Its Future

Dieter Zinnbauer

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Legitimacy
Type Conference Proceedings

May be available at

Shareveillance: Subjectivity between open and closed data

Claire Birchall

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Journal Article

May be available at

A micro-democratic perspective on crowd-work

Karin Hansson

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Legitimacy Participation
Type Journal Article

May be available at

The Everyone City: How ICT-Based Participation Shapes Urban Form

Sara Levy Karel Martens Rob van der Heijden

Category Citizen Engagement and Crowdsourcing Smart Cities
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Book

Gov2Vec: Learning Distributed Representations of Institutions and Their Legal Text

John J. Nay

Category Distributed Governance
Methodology Ethnography
Objective Effectiveness
Type Research Report

May be available at

Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective

Nikolaos Aletras Dimitrios Tsarapatsanis Daniel Preotiuc-Pietro Vasileios Lampos

Category Data Analysis
Methodology Statistical Modeling Quantitative Analysis
Objective Transparency
Type Working Paper

May be available at

Sustainable Value of Open Government Data: Uncovering the Generative Mechanisms of Open Data through a Mixed Methods Approach

Thorhildur Jetzek

Category Open Data
Methodology Quantitative Analysis Case Studies
Objective Effectiveness
Type Thesis/Dissertation

May be available at

The New Power Politics: Networks and Transnational Security Governance

Deborah Avant Oliver Westerwinter

Category Distributed Governance
Methodology Conceptual Framework Quantitative Analysis Qualitative Analysis
Objective Effectiveness
Type Book

Towards Scalable Governance: Sensemaking and Cooperation in the Age of Social Media

Iyad Rahwan

Category Citizen Engagement and Crowdsourcing Civic Technology Collective Intelligence
Methodology Conceptual Framework Ethnography
Objective Effectiveness
Type Journal Article

The Global Impact of Open Data

Andrew Young Stefaan Verhulst

Category Open Data
Methodology Case Studies Qualitative Analysis
Objective Effectiveness
Type Book

May be available at

Even in Era of Disillusionment, Many Around the World Say Ordinary Citizens Can Influence Government

Richard Wike Janell Fetterolf Bridget Parker

Category Civic Technology Citizen Engagement and Crowdsourcing Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective Participation Legitimacy
Type Research Report

May be available at

Open Government Data for Regulation of Energy Resources in India

Nidhi Srivastava Veena Agarwal Anmol Soni Souvik Bhattacharjya Bibhu P. Nayak Harsha Meenawat Tarun Gopalakrishnan

Category Open Data
Methodology Conceptual Framework Case Studies
Objective Access Effectiveness
Type Research Report

May be available at

Privacy in a Digital, Networked World: Technologies, Implications and Solutions

Sherali Zeadally Mohamad Badra

Category Data Analysis Big Data Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework Comparative Analysis
Objective Legitimacy Privacy
Type Book

Addressing Global Data Sharing Challenges

George C. Alter Mary Vardigan

Category Open Data
Methodology Case Studies
Objective Participation
Type Journal Article

May be available at

Changing What Counts: How Can Citizen-Generated and Civil Society Data Be Used as an Advocacy Tool to Change Official Data Collection?

Jonathan Gray Danny Lämmerhirt Liliana Bounegru

Category Data Analysis Open Data Citizen Science
Methodology Case Studies Survey
Objective Effectiveness
Type Research Report

May be available at

Briefing bulletin: behavioural insights

Centre for Public Impact

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

The Populist Signal

Claudia Chwalisz

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Effectiveness Legitimacy
Type Book

May be available at

Nudging – Possibilities, Limitations and Applications in European Law and Economics

Klaus Mathis Avishalom Tor

Category Behavioral Science and Nudges
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Structuring Big Data to Facilitate Democratic Participation in International Law

Roslyn Fulle

Category Data Analysis
Methodology Conceptual Framework
Objective Participation
Type White Paper

May be available at

Informed Choice? Motivations and methods of data usage among public officials in India

Rwitwika Bhattacharya Mohitkumar Daga

Category Institutional Innovation Data Analysis
Methodology Qualitative Analysis
Objective Effectiveness Legitimacy
Type Research Report Working Paper

May be available at

Does Crowdsourcing Legislation Increase Political Legitimacy? The Case of Avoin Ministeri in Finland

Henrik Serup Christensen Maija Karjalainen Laura Nurminen

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Legitimacy Participation
Type Journal Article

May be available at

New Technologies and Civic Engagement: New Agendas in Communication

Homero Gil de Zúñiga

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Legitimacy Participation
Type Book

Using Innovation and Technology to Improve City Services

Sherri R. Greenberg

Category Citizen Engagement and Crowdsourcing Data Analysis Open Data Institutional Innovation
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Introduction: Opening Governance – Change, Continuity and Conceptual Ambiguity

Rosie McGee Duncan Edwards

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems

Anupam Datta Shayak Sen Yair Zick

Category Algorithmic Scrutiny
Methodology Quantitative Analysis
Objective Effectiveness Legitimacy
Type Conference Proceedings

May be available at

Participatory Budgeting and Transparency in Municipal Finances

H. Anthony Crossman Dov Fischer

Category Participatory Budgeting
Methodology Ethnography Case Studies Qualitative Analysis
Objective Participation Effectiveness Legitimacy
Type Working Paper

May be available at

Can Mobile Usage Predict Illiteracy in a Developing Country?

Pål Sundsøy

Category Data Analysis Data Collaboratives
Methodology Statistical Modeling
Objective Effectiveness
Type Research Report

May be available at

Sustainable Business Models for Public Sector Open Data Providers

Federika Welle Donker Bastiaan van Loenen

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Big and Open Linked Data (BOLD) in government: A challenge to transparency and privacy?

Marijn Janssen Jeroen van den Hoven

Category Data Analysis Big Data Open Data
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Journal Article

Initial Conditions Matter: Social Capital and Participatory Development

Lisa A. Cameron Susan Olivia Manisha Shah

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Case Studies
Objective Effectiveness Participation
Type White Paper

May be available at

Datavores of Local Government

Tom Symons

Category Open Data Data Analysis Institutional Innovation
Methodology Comparative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Open data, transparency and accountability

Liz Carolan

Category Open Data
Methodology Case Studies Conceptual Framework
Objective Legitimacy Effectiveness
Type Research Report

May be available at

Federal Front Door: The public's front door to government services

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Survey
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Technology Tools in Human Rights

Nisha Thompson Tom Walker

Category Big Data Civic Technology Data Analysis Open Data
Methodology Case Studies Comparative Analysis Conceptual Framework Qualitative Analysis
Objective Effectiveness Outside Innovation
Type Research Report

May be available at

Just Good Enough Data: Figuring Data Citizenships through Air Pollution Sensing and Data Stories

Jennifer Gabrys Helen Pritchard Benjamin Barratt

Category Citizen Engagement and Crowdsourcing Citizen Science Data Analysis
Methodology Case Studies Quantitative Analysis Statistical Modeling
Objective Effectiveness
Type Journal Article

May be available at

Open Government: The Global Context and the Way Forward

OECD

Category Citizen Engagement and Crowdsourcing Data Analysis Open Data
Methodology Case Studies Conceptual Framework Qualitative Analysis
Objective Effectiveness Legitimacy Participation
Type Research Report

Big Data and Visualization: Methods, Challenges and Technology Progress

Lidong Wang Guanghui Wang Cheryl Ann Alexander

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

NoC Internet Governance Case Studies Series: Multistakeholder Governance and Nodal Authority – Understanding Internet Exchange Points

Ben Wagner Patricia Mindus

Category Distributed Governance
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Blurring the Boundaries Through Digital Innovation

Fabrizio D'Ascenzo Massimo Magni Stefano Za

Category Institutional Innovation
Methodology Conceptual Framework Comparative Analysis Case Studies
Objective
Type Book

Competition-Based Innovation: The Case of the X Prize Foundation

Mokter Hossain Ilkka Kauranen

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Effectiveness Participation
Type Journal Article

May be available at

Overcoming Barriers to Data Sharing in Public Health: A Global Perspective

Jussi Sane Michael Edelstein

Category Open Data
Methodology Conceptual Framework
Objective Transparency Effectiveness
Type White Paper

May be available at

Another Tale of Two Cities: Understanding Human Activity Space Using Actively Tracked Cellphone Location Data

Yang Xu Shih-Lung Shaw Ziliang Zhao Ling Yin Feng Lu Jie Chen Zhixiang Fang Quingquan Li

Category Data Analysis Smart Cities
Methodology Quantitative Analysis Case Studies Conceptual Framework
Objective Effectiveness
Type Journal Article

Do Mobile Phone Surveys Work in Poor Countries?

Benjamin Leo Robert Morello Jonathan Mellon Tiago Peixoto Stephen T. Davenport

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Survey
Objective Effectiveness Participation
Type Working Paper

May be available at

The Problem of Citizens: E-Democracy for Actually Existing Democracy

Daniel Kreiss

Category Distributed Governance Open Data Data Governance
Methodology Conceptual Framework
Objective Access Effectiveness Participation Participation and Sharing
Type Journal Article

May be available at

Data Sharing for Public Health Key Lessons from Other Sectors

Matthew Brack Tito Castillo

Category Data Collaboratives
Methodology Case Studies Comparative Analysis Conceptual Framework
Objective Participation and Sharing
Type Research Report

May be available at

A Systematic Review of Online Deliberation Research

Dennis Friess Christiane Eilders

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Participation
Type Journal Article

Assessing the Evidence: The Effectiveness and Impact of Public Governance-Oriented Multi-Stakeholder Initiatives

Brandon Brockmyer Jonathan A. Fox

Category Distributed Governance
Methodology Case Studies
Objective Legitimacy
Type Research Report

May be available at

Fudging Nudging: Why 'Libertarian Paternalism' is the Contradiction It Claims It's Not

Heidi M. Hurd

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Legitimacy
Type Journal Article

May be available at

Beyond just politics: A systematic literature review of online participation

Christoph Lutz Christian Pieter Hoffmann Miriam Meckel

Category Civic Technology
Methodology Comparative Analysis
Objective Participation
Type Journal Article

May be available at

Soft Data and Public Policy: Can Social Media Offer Alternatives to Official Statistics in Urban Policymaking?

Marta Severo Amel Feredj Alberto Romele

Category Data Analysis Data Collaboratives
Methodology Case Studies Conceptual Framework Survey
Objective Effectiveness
Type Journal Article

Crowdsourcing the Policy Cycle

John Prpić Araz Taeihagh James Melton

Category Citizen Engagement and Crowdsourcing
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

Use of GitHub as a Platform for Open Collaboration on Text Documents

Justin Longo Tanya M. Kelley

Category Civic Technology Collective Intelligence Design Thinking Distributed Governance Institutional Innovation
Methodology Case Studies Qualitative Analysis User Studies
Objective Access Effectiveness Participation Transparency
Type Conference Proceedings

May be available at

A Platform for Closing the Open Data Feedback Loop Based on Web2.0 Functionality

Charalampos Alexopoulos Euripidis Loukis Yannis Charalabidis

Category Open Data
Methodology Design Science
Objective Effectiveness Participation
Type Journal Article

May be available at

Briefing bulletin: The science of delivering results: past, present, and future

Centre for Public Impact Delivery Associates

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Innovation Skills in the Public Sector: Building Capabilities in Chile

Category Institutional Innovation
Methodology Case Studies
Objective Outside Innovation
Type Research Report

Beyond Access: Open Government Data & the Right to (Re)use Public Information

Category Open Data Freedom of Information
Methodology Case Studies Conceptual Framework
Objective Legitimacy
Type Research Report

May be available at

Technology Use, Exposure to Natural Hazards, and Being Digitally Invisible: Implications for Policy Analytics

Justin Longo Evan Kuras Holly Smith David M. Hondula Erik Johnston

Category Citizen Engagement and Crowdsourcing Data Analysis Open Data Data Governance
Methodology Case Studies Conceptual Framework
Objective Legitimacy Participation Participation and Sharing Big Data
Type Journal Article

Exploring Online Engagement in Public Policy Consultation: The Crowd or the Few?

Helen K. Liu

Category Citizen Engagement and Crowdsourcing Collective Intelligence Institutional Innovation
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Getting Smart on Data: Challenges and Opportunities for Transport Authorities from Emerging Data Sources

Urban Transport Group

Category Civic Technology Data Analysis
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Mobile Privacy Disclosures: Building Trust Through Transparency: A Federal Trade Commission Staff Report

US Federal Trade Commission

Category Data Governance
Methodology Conceptual Framework
Objective Privacy Legitimacy
Type White Paper

May be available at

Handbook of Digital Politics

Stephen Coleman Deen Freelon

Category Citizen Engagement and Crowdsourcing Collective Intelligence Distributed Governance
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Book

Social Media and Local Governments: Theory and Practice

Mehmet Zahid Sobaci

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Conceptual Framework
Objective Legitimacy Effectiveness
Type Book

Open governance systems: Doing more with more

Jeremy Millard

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

A new model to explore non-profit social media use for advocacy and civic engagement

David Chapman Katrina Miller-Stevens John C. Morris Brendan O'Hallarn

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Legitimacy
Type Journal Article

May be available at

Why participate? A policy feedback approach to political participation in Zambia

Erin Accampo Hern

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Participation
Type Thesis/Dissertation

Using Technology, Building Democracy: Digital Campaigning and the Construction of Citizenship

Jessica Baldwin-Philippi

Category Citizen Engagement and Crowdsourcing
Methodology Ethnography Qualitative Analysis Survey
Objective Legitimacy Participation
Type Book

Public Participation in Selected Civilizations: Problems and Potentials

Sulaimon Adigun Muse Sagie Narsiah

Category Citizen Engagement and Crowdsourcing
Methodology Qualitative Analysis
Objective Participation
Type Journal Article

May be available at

Smart Cities – International Case Studies

Inter-American Development Bank

Category Data Analysis Smart Cities
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

Collective Intelligence in Law Reforms: When the Logic of the Crowds and the Logic of Policymaking Collide

Tanja Aitamurto

Category Citizen Engagement and Crowdsourcing Collective Intelligence Crowdlaw
Methodology Case Studies
Objective Effectiveness Participation
Type Conference Proceedings

May be available at

New Technology and the Prevention of Violence and Conflict

Francesco Mancini Marie O'Reilly

Category Data Analysis Big Data
Methodology Case Studies Comparative Analysis
Objective Effectiveness
Type Journal Article

May be available at

World Disasters Report: Focus on technology and the future of humanitarian action

Patrick Vinck

Category Citizen Engagement and Crowdsourcing Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

Policy makers’ perceptions on the transformational effect of Web 2.0 technologies on public services delivery

Manuel Pedro Rodríguez Bolívar

Category Citizen Engagement and Crowdsourcing
Methodology Survey
Objective Effectiveness
Type Journal Article

Linked Open Economy: Take Full Advantage of Economic Data

Michalis N. Vafopoulos Giorgos Vafeiadis Gerasimos Razis Ioannis Anagnostopoulos Dimitris Negkas Lefteris Galanos

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Conference Proceedings

May be available at

“Open” disclosure of innovations, incentives and follow-on reuse: Theory on processes of cumulative innovation and a field experiment in computational biology

Kevin J. Boudreaua Karim R. Lakhani

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Nowcasting Disaster Damage

Yury Kryvasheyeu Haohui Chena Nick Obradovich Esteban Moroe Pascal Van Hentenryck James Fowler Manuel Cebrian

Category Data Analysis
Methodology Quantitative Analysis Statistical Modeling
Objective Effectiveness
Type Journal Article

May be available at

Digital Government: Overcoming the Systemic Failure of Transformation: Digital Transformation through Policy Design with ICT-Enhanced Instruments

Paul Waller Vishanth Weerakkody

Category Data Analysis Institutional Innovation
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

On the barriers for local government releasing open data

Peter Conradie Sunil Choenni

Category Open Data
Methodology Comparative Analysis Survey
Objective Access Effectiveness
Type Journal Article

Governing Methods: Policy Innovation Labs, Design and Data Science in the Digital Governance of Education

Ben Williamson

Category Labs and Experimentation Design Thinking Data Analysis
Methodology Network Analysis
Objective Effectiveness
Type Journal Article

May be available at

Impact: How Law Affects Behavior

Lawrence M. Friedman

Category Behavioral Science and Nudges
Methodology Case Studies Conceptual Framework Ethnography
Objective Effectiveness
Type Book

New Development: Leveraging 'Big Data' Analytics in the Public Sector

Pandula Gamage

Category Data Analysis Big Data
Methodology Qualitative Analysis
Objective Effectiveness
Type Journal Article

Crowd Sourced Legislation and Politics: The Legitimacy of Constitutional Deliberation in Romania

Sergiu Gherghina Sergiu Miscoiu

Category Citizen Engagement and Crowdsourcing Crowdlaw
Methodology Case Studies
Objective Legitimacy
Type Journal Article

May be available at

Forecasting Domestic Violence: A Machine Learning Approach to Help Inform Arraignment Decisions

Richard A. Berk Susan B. Sorenson Geoffrey Barnes

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Innovation Contests

David Pérez Castrillo David Wettstein

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness
Type Working Paper

May be available at

Exploring the Emerging Impacts of Open Data in Developing Countries (OODC): ODDC1 Follow-Up Outcome Evaluation Report

Elise Montano Diogo Silva

Category Open Data
Methodology Case Studies Quantitative Analysis Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Behavioral Political Economy: A Survey

Jan Schnellenbach Christian Schubert

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Regulatory Transformations: An Introduction

Bettina Lange Fiona Haines

Category Institutional Innovation Collective Intelligence
Methodology Conceptual Framework
Objective Effectiveness
Type Book Chapter

May be available at

Civic political engagement and social change in the new digital age

Karolina Koc-Michalska Darren G Lilleker Thierry Vedel

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Case Studies Ethnography Qualitative Analysis
Objective Effectiveness
Type Journal Article

Future of e-government: Learning from the Past

Manoj Dixit

Category Civic Technology Data Analysis Institutional Innovation Open Data
Methodology Case Studies Comparative Analysis Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Google Votes: Liquid Democracy Experiment on a Corporate Social Network

Steve Hardt Lia C. R. Lopes

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Design Science
Objective Effectiveness Legitimacy Participation
Type White Paper

May be available at

Will Organization Design Be Affected By Big Data?

Giles Slinger Rupert Morrison

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Accountability: Data Governance for the Evolving Digital Marketplace

The Centre for Information Policy Leadership

Category Data Analysis Big Data Data Governance
Methodology Conceptual Framework
Objective Legitimacy Accountability
Type White Paper

May be available at

Achieving Open Justice through Citizen Participation and Transparency

Carlos E. Jiménez-Gómez Mila Gascó-Hernández

Category Citizen Engagement and Crowdsourcing Collective Intelligence Institutional Innovation
Methodology Comparative Analysis Conceptual Framework Case Studies
Objective Transparency Participation Effectiveness
Type Book

Open Source Governance—A More Ambitious Cousin of Collaborative Governance

Ani Mateia Sergiu Ioan Irimia

Category Citizen Engagement and Crowdsourcing Expert Networking
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

Opening access to administrative data for evaluating public servics: The case of the Justice Data Lab

Fergus Lyon Tracey Gyateng David Prtichard Prabhat Vaze Ian Vickers Nicola Webb

Category Open Data
Methodology Case Studies
Objective Outside Innovation
Type Journal Article

May be available at

Scaling of City Attractiveness for Foreign Visitors Through Big Data of Human Economic and Social Media Activity

Stanislav Sobolevsky Iva Bojic Alexander Belyi Izabela Sitko Bartosz Hawelka Juan Murillo Arias Carlo Ratti

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Preparing for Responsible Sharing of Clinical Trial Data

Michelle M. Mello Jeffrey K. Francer Marc Wilenzick Patricia Teden Barbara E. Bierer Mark Barnes

Category Open Data
Methodology Conceptual Framework
Objective Access
Type Journal Article

May be available at

Playful Cities: Crowdsourcing Urban Happiness with Web Games

Daniele Quercia

Category Gamification Smart Cities
Methodology Qualitative Analysis Ethnography
Objective Effectiveness
Type Journal Article

Enhancing Citizen Engagement Through Open Government Data

Michael Canares Dave Marcial Marijoe Narca

Category Open Data
Methodology Case Studies
Objective Effectiveness Participation
Type Research Report

May be available at

Cities’ Open Government Data Heart Beat

Karine Nahon Alon Peled Jennifer Shkabatur

Category Data Analysis Open Data
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness Legitimacy
Type Conference Proceedings

May be available at

A New Taxonomy of Smart City Projects

Guido Perbolia Alberto De Marcoc Francesca Perfettia Matteo Marone

Category Citizen Engagement and Crowdsourcing Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Open Data Intermediaries in Developing Countries

François van Schalkwyk Michael Canares Sumandro Chattapadhyay Alexander Andrason

Category Open Data
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Research Report

May be available at

Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die

Eric Siegel

Category Data Analysis Big Data
Methodology Case Studies
Objective Effectiveness
Type Book

Thinking about Smart Cities: The Travels of a Policy Idea that Promises a Great Deal, but So Far Has Delivered Modest Results

Amy K. Glasmeier Molly Nebiolo

Category Smart Cities
Methodology Qualitative Analysis
Objective Legitimacy
Type Journal Article

May be available at

How Citizen Attachment to Neighborhoods Helps to Improve Municipal Services and Public Spaces

Daniel O'Brien Dietmar Offenhuber Jessica Baldwin-Philippi Melissa Sands Eric Gordon

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Case Studies
Objective Effectiveness Legitimacy
Type Working Paper

May be available at

The Effect of Government Responsiveness on Future Political Participation

Fredrik M. Sjoberg Jonathan Mellon Tiago Peixoto

Category Citizen Engagement and Crowdsourcing
Methodology Statistical Modeling
Objective Effectiveness Participation
Type Research Report

May be available at

The Values of Public Library in Promoting an Open Government Environment

Djoko Sigit Sayogo Shaohui Wang Sri Budi Cantika Yuli

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Participation Access
Type Conference Proceedings

May be available at

Enablers for Smart Cities

Amal El Fallah Seghrouchni Fuyuki Ishikawa Laurent Hérault Hideyuki Tokuda

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Democracy Reinvented: Participatory Budgeting and Civic Innovation in America

Hollie Russon Gilman

Category Citizen Engagement and Crowdsourcing Participatory Budgeting
Methodology Case Studies Conceptual Framework Survey
Objective Effectiveness Legitimacy Participation
Type Book

The Digital City and Mediated Urban Ecologies

Kristin Scott Ed.

Category
Methodology Case Studies
Objective Digital Cities
Type Book

Citizenship, Social Media, and Big Data: Current and Future Research in the Social Sciences

Homero Gil de Zúñiga

Category Data Analysis Big Data
Methodology Comparative Analysis Conceptual Framework
Objective Legitimacy
Type Journal Article

Brief survey of crowdsourcing for data mining

Guo Xintong Wang Hongzhi Yangqiu Song Gao Hong

Category Citizen Engagement and Crowdsourcing
Methodology Comparative Analysis
Objective Effectiveness Participation
Type Journal Article

Entrepreneurial and Innovative Practices in Public Institutions: A Quality of Life Approach

João Leitão Helena Alves

Category Institutional Innovation
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness
Type Book

‘Good Nudge Lullaby’: Choice Architecture and Default Bias Reinforcement

Thomasde Haan Jona Linde

Category Behavioral Science and Nudges
Methodology Ethnography Case Studies
Objective Effectiveness
Type Working Paper

Exploration, Extraction and ‘Rawification’. The Shaping of Transparency in the Back Rooms of Open Data

Jerome Denis Samuel Goëta

Category Open Data
Methodology Comparative Analysis
Objective Access Legitimacy
Type White Paper

May be available at

Special issue on “the behavioural turn in public policy: new evidence from experiments”

Francesco Bogliacino Cristiano Codagnone Giuseppe A. Veltri

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

The Behavioral Divide: A Critique of the Differential Implementation of Behavioral Law and Economics in the US and the EU

Philipp Hacker

Category Behavioral Science and Nudges
Methodology Conceptual Framework Case Studies
Objective Effectiveness
Type Journal Article

DoGood: Examining Gamification, Civic Engagement, and Collective Intelligence

Category Collective Intelligence Gamification
Methodology Case Studies
Objective Participation
Type Journal Article

Smart Citizens, Smarter State: The Technologies of Expertise and the Future of Governing

Beth Simone Noveck

Category Expert Networking
Methodology Conceptual Framework Comparative Analysis
Objective Effectiveness
Type Book

"I wld like u WMP to extend electricity 2 our village": On Information Technology and Interest Articulation

Guy Grossman Macartan Humphreys Gabriella Sacramone-Lutz

Category Civic Technology Citizen Engagement and Crowdsourcing
Methodology Case Studies
Objective Participation
Type Journal Article

May be available at

Data Collaboratives: Exchanging Data to Improve People’s Lives

Stefaan Verhulst David Sangokoya

Category Big Data Data Collaboratives
Methodology Case Studies Conceptual Framework
Objective Participation and Sharing
Type Article Draft

May be available at

The humanitarian cyberspace: shrinking space or an expanding frontier?

Kristin Bergtora Sandvik

Category Data Analysis
Methodology Conceptual Framework
Objective Legitimacy Security
Type Journal Article

Governance Infrastructures in 2020

Erik Johnston

Category Data Governance
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Data Ethics: Investing Wisely in Data at Scale

David Robinson Miranda Bogen

Category Big Data Data Analysis
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Using Behavioral Science to Combat Climate Change

Cass Sunstein Lucia Reisch

Category Behavioral Science and Nudges
Methodology Conceptual Framework Survey
Objective Effectiveness
Type Journal Article

May be available at

Codifying Collegiality: Recent Developments in Data Sharing Policy in the Life Sciences

G. Pham-Kanter D.E. Zinner E.G. Campbell

Category Open Data
Methodology Survey
Objective Access
Type Journal Article

May be available at

Crowdsourcing Dilemma

Victor Naroditskiy Nicholas R. Jennings Pascal Van Hetenryck Manuel Cebrian

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Statistical Modeling
Objective Participation
Type Journal Article

May be available at

Open Government and Democracy: A Research Review

Karin Hansson Kheira Belkacem Love Ekenberg

Category Citizen Engagement and Crowdsourcing Open Data
Methodology Conceptual Framework
Objective Legitimacy Participation
Type Journal Article

Embracing Digital Democracy: A Call for Building an Online Civic Commons

John Gastil Robert C. Richards Jr.

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Participation Effectiveness
Type Journal Article

May be available at

Making Sense of the New Urban Science

Anthony M. Townsend

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Living labs: Implementing open innovation in the public sector

Mila Gascó

Category Institutional Innovation Labs and Experimentation
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Big Data Analysis: New Algorithms for a New Society

Nathalie Japkowicz Jerzy Stefanowski

Category Data Analysis Big Data
Methodology Conceptual Framework Quantitative Analysis
Objective Effectiveness
Type Book

Inside Government: The Role of Policy Actorws in Shaping E-Democracy in the UK

Mary Houston

Category Citizen Engagement and Crowdsourcing
Methodology Qualitative Analysis Survey
Objective Effectiveness Participation
Type Thesis/Dissertation

May be available at

The Last Mile: Creating Social and Economic Value from Behavioral Insights

Dilip Soman

Category Behavioral Science and Nudges
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Book

Technology and the Resilience of Metropolitan Regions: Digital Technologies and the Future of Cities

Michael A. Pagano

Category Citizen Engagement and Crowdsourcing Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Book

Measuring Open Data's Impact on Brazilian National and Sub-National Budget Transparency Websites and Its Impacts on People's Rights

Nathalie Beghin Carmela Zigoni

Category Open Data
Methodology Case Studies Quantitative Analysis Qualitative Analysis
Objective Legitimacy
Type Research Report

May be available at

A Guide to Data Innovation for Government: From Idea to Proof-of-Concept

UNDP UN Global Pulse

Category Big Data Data Analysis Data Collaboratives Data Governance
Methodology Case Studies Conceptual Framework
Objective Effectiveness Legitimacy
Type Research Report

May be available at

Improving Services—At What Cost? Examining the Ethics of Twitter Research

Sara Mannheimer

Category Big Data Data Analysis
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

The Third Sector and Online Citizen Empowerment: the Case of mySociety

Rachel Gibson Marta Cantijoch Silvia Galandini

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Case Studies Quantitative Analysis Survey
Objective Access Effectiveness Legitimacy Participation
Type Research Report

May be available at

Postal big data: Global flows as proxy indicators for national wellbeing

Desislava Hristova Alex Rutherford Jose Anson Miguel Luengo-Oroz Cecilia Mascolo

Category Data Analysis
Methodology Statistical Modeling Comparative Analysis Case Studies
Objective Effectiveness
Type Journal Article

May be available at

Towards a DataPlace: mapping data in a game to encourage participatory design in smart cities

Matthew Barker Annika Wolff Janet van der Linden

Category Smart Cities Data Analysis
Methodology Statistical Modeling Conceptual Framework
Objective Effectiveness
Type Journal Article Conference Proceedings

May be available at

Knowing Governance: The Epistemic Construction of Political Order

Jan-Peter Voß Richard Freeman

Category Collective Intelligence
Methodology Conceptual Framework
Objective Effectiveness Participation
Type Book

The Impact of Open Government on Innovation: Does Government Transparency Drive Innovation?

Anjelika Deogirikar

Category Open Data
Methodology Quantitative Analysis
Objective Legitimacy
Type Thesis/Dissertation

May be available at

Fostering a Critical Development Perspective on Open Government Data

International Development Research Centre World Wide Web Foundation Berkman Center at Harvard University

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Smarter as the New Urban Agenda: A Comprehensive View of the 21st Century City

J. Ramon Gil-Garcia Theresa A. Pardo Taewoo Nam

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Book

Privacy, Security and Data Protection in Smart Cities: a Critical EU Law Perspective

Lilian Edwards

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Working Paper

May be available at

Humanitarian technology: a critical research agenda

Kristin Bergtora Sandvik Maria Gabrielsen Jumbert John Karlsrud Mareile Kaufmann

Category Citizen Engagement and Crowdsourcing Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

Collective Intelligence in Patient Organisations

Lydia Nicholas Stefana Broadbent

Category Expert Networking Collective Intelligence
Methodology Case Studies Conceptual Framework
Objective Participation
Type Research Report

May be available at

Data and Democracy

Andrew Therriault

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Research Report

May be available at

The impact of online Freedom of Information tools: What is the evidence? Part 2. Practitioner Study

Savita Bailur Tom Longley

Category Civic Technology Open Data
Methodology Survey
Objective Access Legitimacy
Type Research Report

May be available at

Google DeepMind and healthcare in an age of algorithms

Julia Powles Hal Hodson

Category Big Data Data Analysis Algorithmic Scrutiny
Methodology Case Studies
Objective Effectiveness Accountability
Type Journal Article

May be available at

Data Ethics: The New Competitive Advantage

Gry Hasselbalch and Pernille Tranberg

Category
Methodology
Objective Big Data
Type E-Book

A Political Economy Framework for the Urban Data Revolution

Ben Edwards Solomon Greene G. Thomas Kingsley

Category Data Analysis Smart Cities
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Government as a Platform: A Historical and Architectural Analysis

Bendik Bygstad Francis D'Silva

Category Open Data
Methodology Qualitative Analysis
Objective Effectiveness Outside Innovation
Type Working Paper

May be available at

The Algorithm as Institution: Toward a Theoretical Framework for Automated Media Production and Consumption

Philip M. Napoli

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Conference Proceedings

May be available at

Scaling Accountability through Vertically Integrated Civil Society Policy Monitoring and Advocacy

Jonathan Fox

Category Freedom of Information Institutional Innovation Open Data
Methodology Conceptual Framework
Objective Effectiveness
Type Working Paper

May be available at

Participatory Budgeting — Not A One-Size-Fits All Approach

Alexandra Flynn

Category Participatory Budgeting
Methodology Case Studies
Objective Effectiveness
Type White Paper

May be available at

The effect of “sunshine” on policy deliberation: The case of the Federal Open Market Committee

John T. Woolley and Joseph Gardner

Category
Methodology
Objective Transparency
Type Journal Article

Results of Early Open Government Partnership Initiatives

Open Government Partnership

Category Data Analysis Institutional Innovation Open Data
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Legitimacy
Type Conference Proceedings

May be available at

Chasing Shadows: Visions of Our Coming Transparent World

David Brin Stephen W. Potts

Category Citizen Science Data Analysis
Methodology Case Studies Conceptual Framework Ethnography
Objective Effectiveness Privacy
Type Book

Confronting the hype The use of crisis mapping for community development

Ana Brandusescu Renée E Sieber Sylvie Jochems

Category Citizen Engagement and Crowdsourcing Civic Technology Co-Creation
Methodology Case Studies Comparative Analysis Conceptual Framework
Objective Effectiveness
Type Journal Article

May be available at

Big Crisis Data: Social Media in Disasters and Time-Critical Situations

Carlos Castillo

Category Data Analysis Big Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Remote Data Collection: Three Ways to Rethink How You Collect Data in the Field

Category Data Analysis
Methodology Ethnography
Objective Access Effectiveness
Type Research Report

May be available at

The Entrepreneurial State

Mariana Mazzucato

Category Big Data Institutional Innovation
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation and Sharing Urban Design
Type Book

Crowdsourced earthquake early warning

Sarah E. Minson Benjamin A. Brooks Craig L. Glennie Jessica R. Murray John O. Langbein Susan E. Owen Thomas H. Heaton Robert A. Iannucci Darren L. Hauser

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Examining the Determinants of Police Department Transparency: The View of Police Executives

Joshua Chanin Salvador Espinosa

Category Open Data
Methodology Quantitative Analysis Survey
Objective Access Legitimacy
Type Conference Proceedings

Nudges That Fail

Cass R. Sunstein

Category Behavioral Science and Nudges
Methodology Conceptual Framework
Objective Legitimacy Effectiveness
Type Working Paper

May be available at

The World of Indicators: The Making of Governmental Knowledge through Quantification

Richard Rottenburg Sally E. Merry Sung-Joon Park Johanna Mugler

Category Data Analysis
Methodology Case Studies Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

Simulation for Policy Inquiry

Anand Desai (Ed)

Category Data Governance
Methodology Conceptual Framework Essay Collection
Objective Effectiveness
Type Book

Collaborative Innovation: Developing Health Support Ecosystems

Misturu Kodama

Category Co-Creation
Methodology Case Studies Conceptual Framework
Objective Effectiveness
Type Book

Open Data, Privacy, and Fair Information Principles: Towards a Balancing Framework

Frederik J. Zuiderveen Borgesius Mireille Van Eechoud Jonathan Gray

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Privacy
Type Journal Article

May be available at

Big Data for Public Policy: The Quadruple Helix

Julia Lane

Category Data Analysis Big Data
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

Nudge and the Law: A European Perspective

Alberto Alemanno Anne-Lise Sibony

Category Behavioral Science and Nudges
Methodology Qualitative Analysis
Objective Legitimacy
Type Book

Crowdsourced Deliberation: The Case of the Law on Off-Road Traffic in Finland

Tanja Aitamurto Hélène Landemore

Category Citizen Engagement and Crowdsourcing Crowdlaw
Methodology Case Studies Conceptual Framework
Objective Participation
Type Journal Article

May be available at

Public Participation Organizations and Open Policy: A Constitutional Moment for British Democracy?

Helen Pallett

Category Citizen Engagement and Crowdsourcing Collective Intelligence
Methodology Case Studies Qualitative Analysis Survey
Objective Legitimacy Participation
Type Journal Article

May be available at

Participatory Budgeting in the Dominican Republic: Implications for Agency, Democracy and Development

Vasquez Duran Marie Claire

Category Citizen Engagement and Crowdsourcing
Methodology Quantitative Analysis Survey
Objective Effectiveness Participation
Type Thesis/Dissertation

May be available at

The ‘who’ and ‘what’ of #diabetes on Twitter

Mariano Beguerisse-Díaz Amy K. McLennan Guillermo Garduño-Hernández Mauricio Barahona Stanley J. Ulijaszek

Category Citizen Engagement and Crowdsourcing Collective Intelligence Data Analysis
Methodology Quantitative Analysis Case Studies Conceptual Framework
Objective Participation Effectiveness Access
Type Journal Article

May be available at

Nudging Health

Glenn Cohen Holly Fernandez Lynch and Christopher T. Robertson

Category
Methodology
Objective Effectiveness
Type Book

Screening for Pancreatic Adenocarcinoma Using Signals from Web Search Logs: Feasibility Study and Results

John Paparrizos Ryen W. White Eric Horvitz

Category Data Analysis Data Collaboratives
Methodology Statistical Modeling
Objective Effectiveness
Type Journal Article

May be available at

The Open Data Era in Health and Social Care

Stefaan Verhulst Beth Simone Noveck Robyn Caplan Kristy Brown Claudia Paz

Category Open Data
Methodology Conceptual Framework
Objective Access Legitimacy Participation
Type White Paper

May be available at

Trust and Public Policy: How Better Governance Can Help Rebuild Public Trust

Category Open Data
Methodology Conceptual Framework Qualitative Analysis
Objective Effectiveness
Type Research Report

Big Data from the bottom up

Nick Couldry Alison Powell

Category Data Analysis
Methodology Comparative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Using prizes to spur innovation and government savings

Derek Khanna

Category Citizen Engagement and Crowdsourcing Prizes and Challenges
Methodology Conceptual Framework
Objective Effectiveness
Type Research Report

May be available at

Designing Successful Participatory Platforms with a Public Intent: Lessons Learned from Practitioners, Scholars, and Citizen Participants.

Chase Treisman Tanya M. Kelley Erik W. Johnston

Category Citizen Engagement and Crowdsourcing Data Governance
Methodology Conceptual Framework
Objective Access Effectiveness Participation
Type Journal Article

May be available at

European Union Regulations on Algorithmic Decision-making and a "Right to Explanation"

Bryce Goodman Seth Flaxman

Category Algorithmic Scrutiny
Methodology Qualitative Analysis
Objective Legitimacy
Type Conference Proceedings

May be available at

Confronting the Internet's Dark Side: Moral and Social Responsibility on the Free Highway

Raphael Cohen-Almagor

Category Distributed Governance
Methodology Qualitative Analysis
Objective Effectiveness Legitimacy
Type Book

Digital humanitarians: how big data is changing the face of humanitarian response

Patrick Meier

Category Citizen Engagement and Crowdsourcing Data Analysis Big Data
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Book

The Individiualisation of Party Politics: The Impact of Changing Internal Decision-Making Processes on Policy Development and Citizen Engagement

Anika Gauja

Category Citizen Engagement and Crowdsourcing
Methodology Case Studies Conceptual Framework
Objective Effectiveness Participation
Type Journal Article

Toward Metrics for Re(imagining) Governance: The Promise and Challenge of Evaluating Innovations in How We Govern

Aleise Barnett David Dembo Stefaan Verhulst

Category Labs and Experimentation
Methodology Conceptual Framework
Objective Effectiveness
Type White Paper

May be available at

Crowdsourcing as a tool for political participation? – the case of Ugandawatch

Johan Hellström

Category Citizen Engagement and Crowdsourcing Civic Technology
Methodology Survey
Objective Participation
Type Journal Article

May be available at

Governance by Algorithms: Reality Construction by Algorithmic Selection on the Internet

Natascha Just Michael Latzer

Category Big Data Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Effectiveness Legitimacy
Type Journal Article

May be available at

The Dawn of a Critical Transparency Right for the Profiling Era

Mireille Hildebrandt

Category Algorithmic Scrutiny
Methodology Conceptual Framework
Objective Legitimacy
Type Book Chapter

May be available at

Cognitive Surplus: How Technology Makes Consumers into Collaborators

Clay Shirky

Category Citizen Engagement and Crowdsourcing Co-Creation
Methodology Case Studies Conceptual Framework
Objective Effectiveness Co-Creation
Type

Collective Intelligence Meets Medical Decision-Making: The Collective Outperforms the Radiologist

Max Wolf Jens Krause Patricia A. Carneyy Bogart Ralf H. J. M. Kurvers

Category Collective Intelligence
Methodology Case Studies Quantitative Analysis
Objective Effectiveness
Type Journal Article

May be available at

Case Studies of Government Use of Big Data in Latin America: Brazil and Mexico

Roberto da Mota Ueti Daniela Fernandez Espinosa Laura Rafferty Patrick C. K. Hung

Category Data Analysis Big Data
Methodology Case Studies
Objective Effectiveness
Type Book Chapter

Ebola: A Big Data Disaster: Privacy, Property, and the Law of Disaster Experimentation

Sean Martin McDonald

Category Data Analysis Big Data Open Data
Methodology Conceptual Framework Case Studies
Objective Effectiveness Legitimacy Privacy
Type White Paper

May be available at

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